{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Fealpy 中的网格"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "网格是进行有限元计算的基础，本文档介绍 Fealpy 中网格的数据结构，生成算法及可视化。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 三角形网格的数据结构"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np \n",
    "import matplotlib.pyplot as plt \n",
    "from fealpy.mesh import TriangleMesh\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 0.  0.]\n",
      " [ 1.  0.]\n",
      " [ 1.  1.]\n",
      " [ 0.  1.]]\n",
      "[[1 2 0]\n",
      " [3 0 2]]\n"
     ]
    }
   ],
   "source": [
    "# 网格顶点坐标数组\n",
    "node = np.array([\n",
    "    (0, 0), \n",
    "    (1, 0), \n",
    "    (1, 1),\n",
    "    (0, 1)], dtype=np.float)\n",
    "# 单元顶点编号数组\n",
    "cell = np.array([\n",
    "    (1, 2, 0), \n",
    "    (3, 0, 2)], dtype=np.int)\n",
    "\n",
    "tmesh = TriangleMesh(node, cell) # 三角形网格实例\n",
    "tmesh.uniform_bisect()\n",
    "print(node)\n",
    "print(cell)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAQYAAAD8CAYAAACVSwr3AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7efc93d19320>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure()\n",
    "axes = fig.gca()\n",
    "tmesh.add_plot(axes)\n",
    "#tmesh.find_node(axes, showindex=True)\n",
    "#tmesh.find_edge(axes, showindex=True)\n",
    "#tmesh.find_cell(axes, showindex=True)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[0 2]\n",
      " [0 1]\n",
      " [1 2]\n",
      " [0 2]\n",
      " [2 3]\n",
      " [0 3]]\n",
      "[[0 1]\n",
      " [0 2]\n",
      " [0 3]\n",
      " [1 2]\n",
      " [2 3]] [1 0 5 2 4] [1 0 3 1 4 2]\n"
     ]
    }
   ],
   "source": [
    "from fealpy.mesh.mesh_tools import unique_row\n",
    "print(tmesh.ds.total_edge())\n",
    "totalEdge = tmesh.ds.total_edge()\n",
    "edge, i0, j = unique_row(totalEdge)\n",
    "print(edge, i0, j)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 网格生成"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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LzlO3J8zW223ry9IzD4R5WtTP5EJGVD8t83To+yOtH4nvj03a/ut50DR+mTw8NRj6OY1f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\nEEIC5P8AuUuMH8/4c5sAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7ff60cc54c50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from fealpy.mesh.simple_mesh_generator import squaremesh\n",
    "tmesh = squaremesh(0, 1, 0, 1, r=4)\n",
    "fig = plt.figure()\n",
    "axes = fig.gca()\n",
    "tmesh.add_plot(axes)\n",
    "plt.subplots_adjust(left=0, bottom=0, right=1, top=1, wspace=0, hspace=0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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YPHkgHG4HyXXQ3eLHG3dtkN4st6H3GHCl0fT23Jd1ePN7m3HNqon46M9/hyfT\nRbJN//M3yuS+Fz4SMx6eGlUd257+RJtYnPIMnpJPUrP3UNaVRvOL3/uUh+qu/PIpz62j5aKnrRnK\nDpzQj6Rm71MezUPzO2v51vu7x2PeEzOoyuLzN8pk6VN7xK3/90YUTB0UVa2URIWPjWNwbGwhKCl/\nbGwhKCMIHn1TDhUGhUEBGBQz1KAAKYYKg8KgAAyKGStAAVIIFQaFQQEYFDNWgQKkCCoMCoMCMChm\nrAQFSAFUGBQGBWBQzFgNCpDkqDAoDArAoJiJBShAEqPCoDAoAINiJlagAEmKCoPCoAAMiplYggIk\nISoMCoMCMChmYg0KkGSoMCgMCsCgmIkHKEASocKgMCgAg2ImXqAASYIKg8KgAAyKmXiCAiQBKgwK\ngwIwKGbiDQpgc1QYFAYFYFDMJAIogI1RYVAYFIBBMZMooAA23fxWX9OIzY/sIAflyMYqufOZ90lB\ngUWgBNoDwpKt95X1eOfBbeSgHF5XIXc+vZ92672ErUA5X1aHA3/41BJQdjy9PyFAAWy6+FpRFTl4\n8gA55X9MJLvoNz70HoQCTLx9LIYQbWw7/ekZfPbSYTjTnPL6n14nfLk+kroHfv8JLlY2IL1/mjFv\n9b8oguiiL129x+hu8itDpuZj8srxJDUBYMODpVAcCibfOQ75kwaQ1Dz+wSl88foRuNKdcs5/TBee\nPh6Suvtf+BgNR5uQMTDdmPvEdLrePrHH6G71K0OnDcbE28aS1ASAd360DapTxZR7xmPg+P4kNRtr\nmxDNnlpbouLOcBmeLA/ZB++o61CkBDx9XNLh1mjqSomWr9oUxaEgvX+aQbXtPOQPiY6LnULzavDm\neAyqzez+Vr8SCupQHQo8WR6DpCiA9gsdipQS3myPdLgcVL0VLV+1CUVTkN6PvrdOnwZPNl1vu5u7\nFUM3oDgUePoQ99aQ8OV6DNVJ89AhDSlaz7QJKWVqbdO/6YUFYtSSYpK/+KUZCqQh8cO99whvlods\nSXXZxkrpy/Xh4YP30my9vzRD8bf5MeHW0caSZ+eQ7D41ZygOl0Mue3GhKJlfRPJ5L81QoPdIPPjB\nKuHyOUmWVG/6yXt6Z2ONkjEgXT54YBXJZzUfefxtAUxeOV7OXz2TpK45Q3E4VfntPy0Vw2cVktS9\nNENByG/g4U++r1AsvjZ0A+t/vE33twWi+oy2HdRSJHIoS/UcFTmUnfuz6QIAya9z5FB22IwCsse+\nyKGsy6eR/YpGDmWpYoJydPcJMftRmldoAFfOUIZMpXn0Ba4cyjrcdL2NHMpSxQTl5AenxbIXF0bV\n25RFJRanPF6iGco/b72n+T4P7fZ7AAAGc0lEQVTZ7ZTHBOWB3SsVdx8XSd3eQ1mqNwrY6ZQnEpQH\n9t6jeLKie41ISqLCx8b2BiW9X2Kf8tgZlLRcb9Q1Uw4VBoVBARgUwBpQgBRDhUFhUAAGBbAOFCCF\nUGFQGBSAQQGsBQVIEVQYFAYFYFAA60EBUgAVBoVBARgUIDagAEmOCoPCoAAMChA7UIAkRoVBYVAA\nBgWILShAkqLCoDAoAIMCxB4UIAlRYVAYFIBBAeIDCpBkqDAoDArAoADxAwVIIlQYFAYFYFCA+IIC\nJAkqDAqDAjAoQPxBAZIAFQaFQQEYFCAxQAFsjgqDwqAADAqQOKAANt38BlgDCiQYFFgDimRQAFgF\nisTGfy1NCFAAm6JSvqUaNTuP04ICYOvju4wTH54mBSXkD1my9b7haKNiBShfvlOJmp3HSEEBgM3/\ntt04+fEZUlB6ukPCClDqKurF31/9khyUL948gppdx8i33r/z42366U/OJAQogE0XXzvcDpld2AdZ\nBZlkNY/tPQlFU5A/YQCcaRpJzdaz7agrr4fTp6HgW4NAtaD59CdnEWgLwJvjQf7VNNvpAeD0wbMI\nBULIHpaFPoNpUAWA2j0noDpVDLp6ADQvTW+bT7WgvrqJvLenPj6DYGcPfLkeDJxAs50eAE4dPAs9\nqCOnKAuZ+elkdWt2HofmcWDQpIHQPDT3CN3Nfpz+9GxqLb7OH99P9h/dl2gzO3Do7QrFMCRGLxph\nuDNo1hT624Oo2XFcUV0qxn9nFNlm9vqjTcLfGhB9BqWjeF4R2d7TY++fUvSQgfyJ/WW/kXkkvZWG\nxOF1FYo0gNE3lBhOIlC6WwOor25SHG4HaW8vVjWIQHtQZBVkYsT1Q8l6W7v3pGL06Bg0aYDsW5xD\n0ltDlzi8rlwBgDE3XWVobpqvclezHzU7jkd1y2dLVK79/iSSbfrmUFbVFEPvUZSFv5yteLOif3+M\nOUNJ6+czHC4Hljw7l+S+3Jyh+PK8GDG3SF/8K5pt+ofWlcsv3jwCp08zrrt/ilIyv4hs673D7TBC\nQV1Z9Mz1isvnjPqzmjOUtH4+w5XmJOutOUPx5XoxcvEIsm36n79RJr9YewSaV5PTf3SNGD6rMPre\nXhrKOr2aEQroytLn5pJs0+9s7MJfblwjswoyo4LP1qc/0aT3KQ/VUCJyKDv/qRlk/Y0cyg4ifOSJ\nHMpSvZcn8pTn/l0ryXoQOZS9/t+nkdW9PJRdOQ79x+RRlb1iKKtqKsmdT+9THoqawNegeLM9xk2/\nW8Db9P+7idWxMdXb7ex0ytMblIz+1pzyUL1TJRKUeU/OpCkKex0bR4KyatN3o35bQ8qhwv8PJRw7\ng0J+bMygXAaForcphQqDEg6DwqAA1oACpBAqDEo4DAqDAlgHCpAiqDAo4TAoDApgLShACqDCoITD\noDAogPWgAEmOCoMSDoPCoACxAQVIYlQYlHAYFAYFiB0oQJKiwqCEw6AwKEBsQQGSEBUGJRwGhUEB\nYg8KkGSoMCjhMCgMChAfUIAkQoVBCYdBYVCA+IECJAkqDEo4DAqDAsQXFCAJUGFQwmFQGBQg/qAA\nNkeFQQmHQWFQgMQABbAxKgxKOAwKgwIkDiiATTe/SYu23gfag1hz94aUBkVaBIq/xY9Xb1vPoFgA\nSldTN166ZW1CgALYFJW9v/lQdjZ0kYICAK+sWCedPo0UFH+r35Kt98ffP6UeWnsEpKBIYNevD8iu\nxm5SUADgb8vfkp5MFykoXY3dwgpQanYeF5+9fAjUW+93/GK/7G7uJt96/9eb35S+XG9CgALYdJu+\n06vJnKKsDneGW6eqefqzs5mKIpB/9YBWqkXK7XUdWuPxZq/Tq+kDx/fvICkK4FxZXZoe0NW0PG8g\nq6CPn6zu4QsZ0pAiZ3h2hzvdRdfbT85kKg6FtLdt59qcTadaPU6fMzRwXL9OkqIAzh6+kCZDhprW\n1+fvMzgzQFX33JcXMqQuRW5xTrvL5yRbqn3q4FeZqqbK/KsHtFH11t/qd5w/cvEb/6LYEhUOh5O4\nif+9EofDSaowKhwOhzSMCofDIQ2jwuFwSMOocDgc0jAqHA6HNIwKh8MhDaPC4XBIw6hwOBzSMCoc\nDoc0jAqHwyENo8LhcEjDqHA4HNIwKhwOhzSMCofDIQ2jwuFwSMOocDgc0jAqHA6HNIwKh8MhDaPC\n4XBIw6hwOBzSMCocDoc0jAqHwyHN/wfV7xmoTzeHIAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7ff60cc544a8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from fealpy.mesh.simple_mesh_generator import rectangledomainmesh\n",
    "box = [-1, 1, -1, 1]\n",
    "# the meshtype can be tri, quad, polygon\n",
    "mesh = rectangledomainmesh(box, nx=10, ny=10, meshtype='tri')\n",
    "fig = plt.figure()\n",
    "axes = fig.gca()\n",
    "mesh.add_plot(axes)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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GRQPbZtYInhnII784R62bWEq6ch3LSchH9tNcZD/NEen3snj201xa8qqUyPXl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\nzz5mN/enSb+GbWZKK4Xk2cOVdV0S0oiTTymFT39Pc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hyGkAQiphyGobmhZOZkQl06ObIB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sYg5QQp5eSoPLgD9DjKmRGaitqEOPha2VsPq+3wMJh5P4tVW3yYBPGwxpeUEFqoqqmaqqy/KC\nChxfdp5n3cmhrgM7ikWRg2Bop8+2hR2QXAY5Up+pXnT3+COCc94qT0RDXx0a+uqNhWkozixhT849\ng6aRhnAJduDBnwaxoufFKM4sJSXZZawstxwVBZV4cSdHVJfW8LqqeqGsVhJlnUSUtRJV1igBAhh3\nNKBzzkxEe9wNDb9XCiqjLYwC0LA3n3NmEts/7TjfNGgvmXlsPEycjHBzTaxk1cWMaBlptjsgnPra\nQwiI3ISXxLqrBWJ3PEBFQSUb+FWfNs/Rt9ZF1wke0vGlEVhwaRqrKq5GdUltCyIgVed0CnORHp1K\nZqPWDm33ngZ+1Zedev8CvCd7ovnEV/W6Gvf2PGTTj4xVeZ6uuTbmRkwmu8YeIet675QWXJrG2lst\n/RX87T6GRth4W8LY0VCK/PlW0/65tqIOh2aflK7+fAsTdgxHyBd9VJ5LGGliLDaw0cPodUNw8Zvr\naNzTtgV1XXWYuBhDqudEoS0X1cXVWNNjGyJXRvO2fBGUUujb6Eopl9NbLbU4Fzg87zSvr5Gga67N\nx2wahugNd/maHttE6rWMNq5H4BHqzGPf8LFcX3Wbu4c6t8kbMG5rGIvd9oAWPG1gj7q9+T4sOplK\nzQdQZVEV9k87zlf7b4NcUyYWXJyKMRtCmaGdPjJjs5H/5BUN/SmYWHqZQU1DhsTjb9c+3D0xXPIc\n6SpN3DGcPDiUxOqq6mHZ2Qweoc7oucAHg7/pi7EbQzEjfDxZeHk6eyd6juz9BwvYR0mL6azj40HV\nKCy9zHhqZAay7qgWA26O3IR8aJtotrmsnbR7JHUd6Ci2hu7H04tpSDr9lIX+NOAv9WtjRwPx5Owz\nXlNWg6s/RomwlSGqWKJboM/7PVhRejHLiMnGw2NPYNhBj6tMdRcCLx+/wqXvbvCUK+lUWSPh7MeX\npXOfXUVNWY3Ka3uEOkPTUEO6velei74QvfEe17fRlVSxYjVC00ADs09NpFpGmuT3Xtul6lLVv/FX\n8R9jGABg1Noh7OGxJ6w4qxT5yYVY12enKEwtxju3ZzcpYKsCpVQ091K7DOgInyme0q6xfzLrqEJN\nWQ1OvXtBDPq6j/Cf2w0a+hp84u6RSDiSJH713YwHBx8JVRENtyFO7NHJZ6qmUgAAIABJREFUp62+\nuPpjFM97mI9+H/QghBC4hnTEe/fnM8/RbuTwvFNi1/gj0pvhKwDoNMKV5j36U5w271EB8p+8ogO/\n7NPmvVt2NoNLiIM4tjSCcy7w9EKq1GmkKwUaCn0OzjkpfvPbAi5xMffcZEzYPoI1p0a78PU17jHM\nBQotOQgh8BrrIWK33W/XLX7xm2tQ1ijpwK/7MotOZjDqaCDdXBP7VrYroKGu4eiis8JzlJuYe2Yy\n7bWsOw5MP45rq6LbDT/mP3kFPSvddh3TYStCiNdYDxyacwogRFz85joivohE3L6HyE3Mb5MtquuE\nzvTRqWRyYOZJbu1tyd3+4H9sD1pGmgiY781PvX9BSrmUJhwCW1ZdFjwtxJWfosQqn81i+/ADyLj9\nAgO+CCKEEQR/HMhy4vP4ii6bsGnQHunppbRW1w/9aQC7teEebQyNVpc2rGqH/tD/rQldck01TDs8\nllp0MsXawO3/I4m6/5itBNCQUmvdzVzaN+04LX1RSjqNaDvzrjkIJa2UjoM/C2KZsdlNzDqqztsz\nMVyy6maBbpM6s7K8ClxbEc0sOpliecxcdm/vQ1z67oa4+XssQn8MJs07QPdZXXFr7Z0W2XOPTiWL\n2O0P6Jwzk5CX+KeoKKUU/f8ZiJ6LfMnRhWfJhv674TPNU+r7Qc8mP4mtnxWkeolmxmTDzt8aN9fE\nSLbdrcnbMtlGrR1KVnhtEPd2xYvSnHLm0MsW4YvPiuQLacSqqzmfdWICs/gjPbY50qOyUJhaTGYe\nm9DUcTxHu9M7O+JbsT43Ij/5Fe7uSsC0w2Ob2LXCVoSwHSMPIWi5P9rK6WhE9Pq7vLasFsN+aZjN\ney3yhX1PG+ybHE4yorP5uC3DVPJPFKUXw8heNWkN0BC5OfX+BZF8PpWYuhiJ4helxMBOnxelvhap\nkc9JRUElrauqh1xDTahpqnGFjlxoGWsyfRtdYuRggPL8SlJZWE0WXZ3+lxypANBzkR+N3fYAVa+r\nuc+0LrQw9TUSTyTz+MNJpOp1NTFxNOR9P+jRSKBCAeD8Z5HCxseSdJ3Qib7OKMHd3Qnk2NIIyOSU\nuw5yov0/7gVNAw10DLKDvrWudHNNLBn4ZR8au/U+1zHXFvY9bN86DrjEUZpdBs8x7iz7fh5kiv/C\nIqq20LFvB3b1x1vQMtLkjazBbwNhREhvxLWZjGLCjhF0fZ+duLX+DnouaunAi9l2H0VpxWzprVkg\nhEDPUgcmLkY8au0dOuDTIPhM8US3SZ3o5e9u4ODsk8LS01wM+Vc/aupi3CCGY6wppV3LYJ2GuyIv\nMR8n371AwlaEwMzVuIVhaIS6rjqm7BtN8x7l4+jCs4g/mISBX/URXuM8CJNRuA50lG5tuEsN7PRI\nyqV0tvjajLc+N5NRhP40gB6ZfxogwNbQ/cLM3YRPPzyWWXezUNkrhBC48NU17jnKtYXX3szVGFpG\nGiJuTwLxm9m1xTmcc+ybfEzynd6F2DRLg7byMoeRg4EU9XssBn3dt81eWJRejBurY+jkvaNa+DCs\nvMyx/M5cunP0YWld0A5M2jMKVl1a0t+XZpdxq6HOra7NOcf1VTGI2RInjB0NxczjE4ipixFZ4bUR\ndv7WdMh3/ZqOra9Roiy3nJTmlLHSnHKUZJeJorTXUtKpFICACSHwe+B2QABMzqCmLoNMXSbUNGRC\nriUXci01KHTkQl1HQRS6CqjrKpixoyHyHhXQsx9fFnUVdcTIwUD0WuxLu032hKqokJqmGi/NKWPG\njoYw7KCPgV/0psEf90LK5XQasyVOWtVtEzPqaCAFLQ9gw1eFsJ1jjsBnqheiN96jYzYMbfUOS3PK\nUfC0EAXJhchNeKl8mfSKlrwoozJ1JtR11bm+rR7JuZ/3b+8I/qMMA+cc0evvcYWWnOqYaZH1/Xc1\nqGG/36Pd8ygjUKpQWdc118a4LcNwYMYJ2AfaNTE/l+SU4coPURi7MbSF59pnqhe9sTpWGvBpEAMa\nZvuQL/qg93s9yLFl57B58D54hLlIwZ8EMtvu1uzxmRSpQw8btmdSOLpN9hSdR7q9dbqx6GSGpTdn\nsfsHE3Hx2+sieuM9EbYyhHYe6cZOLI/gtzfHCSNHQ2GgQvWZS7whMvC0EAVPi0ROfB4veFJIQUAg\nABBCynLLxbnPrnITJ0Nq1cUc9r1sYdTRoGlApl3PRMmLUjL33KRW99ZlQicRty+R+83s2uK3T//j\nkpApZLTfRz1bPd+wXwawXWMOI3BZd5VRACEEji05xx2C7NAhwKZVR5VryjEvYgq7+O117Bx9CMGf\nBgm/mV2aIj7VJTVcz1q3xXkPwx/jwtfXuUzByOh1Q4lTf/um43ss9OFXfrgpPEL/NCZq6jIYOTRo\ndf4Bwjln6/vslDr42/CcB3l08M8D4D7ECZVFVagsrEZlURWpLqkh1cU1qC6tQU1pLWrKalCeX4Gi\ntGLkPy2EkATqq+pJWxIHzaHQUYjSnPIWnzE1BrfBTnAb7MRKsssQt/chOfPRJYAQzuSM7hh1COq6\nCi5TV6MxW+8j92G+lJeYT4ozSiihBApdhaRjpgVTV2NZryV+cOxrD11z7SZKvq+tVv73VVeqwvkv\nrkHTUINoGmkIGx9LEfJlH3J0wRnx6EQyn3pwDNO3Up1bT1lLH0NzOATaocdCH753UjjevTuPqqnL\nsHvcEckjzBnOwQ4tXqb7UGec+/QqK8kpQ/PfUmjLMXH7CFKcWYIjC85gTcBWOA9w4M8iM9i+Kce4\nUUdDDP6m7/+Xde42oTO8xnjQc59cEbvHHYF9L1up6nUNu7srHpP3jEJxVikKkgtR8LRQ5Cbk8/zH\nr0hJdhmVKRjU9RSSjpk2MXMzYTZTLHFtZTQIpQj9MRgyBZMVpr4WL5MKlHd2xtOL396gEAIKHQVX\n11PwqtfVzGVgR6IqGtB5hCuN+v0O6muUTeHDrLs5SDyeTOacmdRKJwMArLtawMBOX4pae4cM/LK1\n6Oz9fYnidUYJZp4Y3277hHzeGx172+HwvDN4fitLGrlmMFNoyVFbUUcbqzhfxOXi+LIIqbKoigV/\nHEi6TfZsVYDmO6MLvbE6FtlxuWgv0ev4sgihrJXo+G1hJDnimYj4LBLuQ52Iga0+DGzb3roAwKV/\n3UD+41cQCpnwHOVGrvwQhbg9D6VJe0YyPQvV1P9aRhqyN5OjmkPfWhf9/9mL9v1HDzy9mEaPL4tA\n1etqCAgavvispGWkCRNnI+Y9xRNOfe0bjdz/ma7Ef4xhqCquRvzBR5i0ZyR5cS8Xj04+FSGf9cay\n6Nkk4vOrWNd7J4Le6Y7Apd1bnUsYbeVjaI7e7/Wgz2+94DvHHJJsfKyYskZJh3zXv9Xsp6GvDjt/\na+nayttsxKrWZBgGdvqYFzGFPY/OwpH5ZyB4QwXoPxIX/VtLNiajGPbzANLngwDsn36CAA1Our2T\nwkHVGNR1FZK2mRYxczVmvZY2zQhAsw6xY/Qh7h7qIpR1Snpvd0Kj4EwT36UQApWFVShMK6bPLqfT\nOzvjkXTqKV4+eiUN+rYvc+j5Z/zdyN4AelY6PGZLHA1c2h2SkuPQ7FM8aFl3mLubtPmMoT8PYHvG\nH0GvJX4tVg1lLytw4etrZPivg1QaojfRMagD3omeRbYNP4j1fXeJKftGkfqqekoYxdZh+6WXSa+Y\n/5xuJHBZdyi05SpXZxp66ug6sZN07tOrmHd+isqBc/9gIp5eSCPzIqZAoSWH52h3ErcvkR+ac1pM\n3T+63Xf5LPI57mx/gBnh43HyvfPcwE6fvXN7NiI+j8TawB3oPrsrgj9unXGpb6OLorRilZwhjeBc\n4NHJp7jw9TWh0JZzgVrGZEwQSjD814HsTZWx/0v8x0Qlwhef4zZ+VlKHABt4jfXAq2dFtL5GCYW2\nHCN+HcQmbAvD7U1xWNd3p1T2sqLFuVRG8aaPocX3lGD81jD66tlrFrv1PsJWhrRJT+89uTNLvfq8\nzYvd3Z2A48vOS8paiXqOchNSnURV+RT+KjjnuLXuLopSX1MhGhSYbfys+Kepy/D+/flsfsQUOuLX\nQeg2sXMrEdWKwirkPHhJey/3ZyN/HURePn5F3yxYIoRA20QLHfytAQJu6mLEl9+ZB6d+9uTA9BP4\nzX+L9PDY42bP70nijzyWAODogtNc21QLvZb6tdtPbH0soW+jJ91af7eF+//Uexckcw9T/mZ1ZXvQ\nNNTE0puzWIce1tg0cA/qq5XYOfoQ9K11sTRqFoI/CaRvE23tudCXFTwtZMUvSlt9l/+0EBGfRWLk\nmsFojNIQQjByzWCaFZvdqv2ao6KwCkcXnBEDv+wjrLqYw7yTKcuMzVZqGmhg9NohbNLukXh49LH4\n1XezlPtGnzB2NEJxVqlKYyaEQMrldPzec5uI+Pwq77XYj7z/YAEz7mgk9VzkS7pN7ER2jDyEM/+8\nJNpKUf/fxn+EYchPfoXMmGw65Lt+DGjwDajryHluwsumYzr27oBl0bNh7m6CtYHbRfSme03fNVKQ\nq0JJdhlurI4RW4bsE1KNEkyN4sD0E1jZbZN0aM4p0VxsBmiQmKstr2XNX6yk5Ljy40383Hk9v7Yy\nWvRa7Es/iF+AsBUhJHBZd753Ujhvq/KuPTw6mYwVXTbyp5fSxfitYWBqDDOOjMPr9GKyc+xh6W2d\n4Ow/Lws7f2vJ2NEQci05fKZ0Jmc/viJUhf+EEHh49DHxnd6F6jSwHtEP4hfAd5oXjfgsEiu6bOQ3\n196Be6gTKX1RypLOpCA1MoOO2zysXTLbRoT+FMzu7oynVa8b2uHx2RS8uJdLJ+1WnYHaHLUVdUg8\nmYyT71/AxgG7pRVeG6RHJ54SZY0EyggEF8iOy8P1VbdbqT6pgr61LpyCHaQzH11u0YD1NUrsHnuY\n+07zahWaNLDRQ58PevCG8G/rduecY9uw/ZJTfwfuPbWBVt6pnwNyHrxsWpXY97DB0luzSaeRbmT7\n8IM4uvCMaAyVmrkZoyy3vFVbZMZmY9PAvTx88VnhEeZC/pG4kAbM8wYA6Jpri9LccvT7sBeddWIC\nUiMzsNp/m/S2/Jz/DfxHbCWOLjwrdZ3QCUYOf1Jm6VrqiKzYHGHX3brJyqrrKjB63VCWciUdx5dG\nIOHoY2nqgTGMyihp7mOoel2NpDMN0vFFaa+pQQd9bu5hyspeVsCxdwfliNWDZOk3s9iTcynSoTmn\nGIQQBnb63D3UmflO94JLSEfp+srbdOSaQeT8l9fw5NwzoW2qhSH/6k/dhji1COcFLutOcx/mS1uG\n7JOW3pr1VvVjoKHK7vC801JpTjkb8Ekg8Z7qSbLj8iDXUuMdAmzovPNTyLawA3TbsAPS7NMTVV6z\nrqqBhXlaAzMzgAbq+PjDSeLh0SS8qYKU//gVaivq4DnmTw4ChbYcPRf5ke5zvJF4/Am9tiJaRK+/\nKwRATyyPQP9Pg4SRg8FfioXbdbeGnrWuFL3xHum5yJee+uAigj8NJK2Yn7JLkXw+FRm3s/EqpUiq\nKqomteW1VNtMW1h6mvJOI1ypRWczwtQo9k4+BkN7faGhry66ju/EEk8kS5sG7GEKHQW38DQl3Wd1\nI0797FXeT+/l/mxb2AHUlNWg8R52jj4kGdkbkOBPA1W+pIB53jT+UBI/+e4F8Sb3wpF5ZzhllA5f\nGdLk6HQZ4IDjyyJIbWUdFFoNqxg1dRkGfBJIPUe54diSc2Jllw0ibEUItfa2RNXratIYEn35+BXO\nfxkp5ca/ZJ2Gu5I5Zya22m7pWenQkhcNfglLTzMsvj6TXP7XDWwetBfd53RTuWX538LfbhgeRzxD\naXYZ6/dhzxafO/SyZc8in0uBy1rz+Tv3d8Cy6Nk4/Y+LWBOwVci11Gh1cQ0STyQjbu9D6cW9XKZj\nri11HunKep2YAKlOYqt7bIW5hwmEENDQayAP8Qh1ZpyLBkqtK39Sail0FLS6tAYrvDbCzN2E/yEU\nozLGTQjB6LVD2OZBe/m+Kcd5e3vUuqo6HFsSIVKvZZAu49zR/5+B0NBXJwCQfjNTGNg1sDppm2hh\n7tnJZMeoQ3Rj8B5p/sWprQhpL35zHUYdDbl1N4sWJbx9P+xFL3x9HR7DXFoIviQeT+YmzkZQJUgh\nkzN0Hd8JXmM9yIUvI0nstgeQCHD1h5vkxqrbXKYhE3JNNWjoq1MtEy2iZ6ENfRs9GNrrw9jREAZ2\neqCUIvSnAWzflHC8elbEdS11hEUnU3b1pyhk3c0RxVllUnVJDZNqlcTQ3oBbd7MQAfN9mLmHCUxd\njCHXVGshcLM6YKvkM9UTPRb6st97biODv+2HLuM8WH2NEhnRL2jS6adS+OKzTHAhjDoaCq8xbrTb\nJM8mp6m5hyksOptKEZ9H0pGrB5PzX18TJS/K6OJrM0hbKyDKKEavG0K3hR1AwHwfNOpO3t2dgLQb\nGXTBpWkt2lSuJYe6roK/fFRA32S4NnM1xvyLU+m9XfEifEkELDqbckJBcx68xK0Nd6XUq89Zxz4d\n6Htx86Cuq67S+Opa6tDs+3lNHI9q6jIM/rYfcw91xpH5Z8TjMyl86sEx7E3R3v8N/K1FVEN/DFZf\n2XWT1HOxLw2Y691yhkt+hS1D9uOTZ0vR3lI2Ifwxji+LAASgY64lOQd3ZL3fC2ixHz+y4IxUmPYa\ntr5WrDSnTDlp18g2DWJVcTWu/BiFh+FPmsKgmoYaknFHA+rY34F4jXFXmcxTmluODf13wW9GFxg6\nGODGbzF82a3ZTTd+Y00sbq27I0xdjcWwX0KoqXNLYZVNA/dwl0GOtDlha015LXaNPcJry2vFwivT\nm/LfOef42WO9GL1uqMoZ81ffzZL3FE8S9I4/BRq2ESu7bRLBnwS2koVr/D7lUjouf3+Tl+WVE7mW\nnFSXVMPSy5wP+DSIVhZWoaKwChUFlaIst5yX5ZWjPL+SVL2uJtUlNUSqa2D8likYl5Sc8noOwTlk\nchlMXY0lax8LYuVlTs09TGFor9/u+wSAa7/exr1dCWJZ9Gwi11TDwdknRW1ZLZ/+RqKaEAJ5iQVI\nPp8qHp1IFmV55VTXSkdyGdCRBcz3QeGzIhyac0qMXD2IhC8+h5nHJzTVfLSHi99c54/PpojlsXPZ\nyyevsC10P8ZuHgbn/g6tjl3fb5fUbVJn5j+nNSFMI8ryyhG+9JyUfS+Pcc5h52fFR60dSt8m6Rd/\nJAk3fotRLrs1u1V/ra2sw/nPI6VHp56ytpzy/7VFVDd+iwFlhPrNaK1obeZqAqZGRcHTIqJKMVgI\ngSfnnuH8F5HQMtIQappqfHnM3Fari9RrGXh2OZ0tjZ6Fm6tj33pPahpqSI5IFWoaMngMcya93+uB\nF3dzWEZMNk84/Ehc/eEmlWvLuZ6ljrALsGGeo91g5WUOPUsdTN47CrvGHkGXCX8OvrSbmTi5/LzE\nJUFHrhlMXEI6tlKkqquqR0FyIZ20e2SLz9V1FJh5bDzdOymcrw3czhdFzqAKbTlu/BYDDX11OPbt\noPIZhv0Swg7NOQXvKZ7QMtLEy6RXqKusg+follRmXOJ4fPYZrvxwU1SX1KDbxE60/ydBODjrBDQN\nNfjTC2kkPSqL917u39i5WszqjVDWKlFZWIWk0yn00vc3QCiBoa2+mHpgNNGzejvfZnOUF1Qget1d\njN8W1uQgHvHrQLKq22aWdTcHzWnwCWlgNrL0NCP9PuxJSnPK8PRSOks8/kRa3X0L0zTUkGor61j4\nknPwn+sNXQtt1FXVQ01D1m6GY99/9KCJJ5LFxW+vI/5wEu8+pxuc+zuoHGAWnU1ZZky25D9HNbks\nACSfT0VeQj4llICAoK6yHmW55a2cyW9C20QL9VX1Km9UoSXH8FUDmUeYC44tOYfEE8nStENj22QV\n+//F36pEFb3xnhi5ZnArvsdG6Jhp86zYbPamYSjOKsXJ9y7wvMR80vfDnsTU2YgcWxrR6vzayjoc\nXxYhei71Izqm2gBpcGS1h+iN9ziTM9FjgQ+L25sgDf1ek/2RhEKBBgdW3sN8mnUnR6Rdz5B2jk5k\nhABaJlpKS08zmdsQR8QffAR1PXWyZeg+qSC5kAW+4096zPcmbYnOvLiXC3U9da5jpt2q88k11TDt\n0Bh6YOZJ/nvgdr7o6nR6d2cCH/hVH9pW53bs0wGGHfSlyF9uIfTHAezRiZbbCKleQuLxZFz9KUrU\n10rCb0YX2vs9/6YkqPoqJfQ8dOi0w2OxY+RBYuSgLzqFubY5kmQKGcryKhC5IhpWnuZQ1ktcy1gT\n6/ruIiN+GwT3IW+vQWjE/qnHJcd+9ujYu0MzBml1uA9zFue/iBRzz01u87n1rHThN6ML/GZ0YbUV\ndYjZEscif4kGQBC7/YG4vTmO8HoJnAvI5AwydRnUNNSEXFNNyLXlQqEtF+q6Cih05MSwgx6N2Xof\nBja6pN+HrRO7GuHUzx4Xv72h0mhUFVdj76Rw6fXzEjbq9yEk5VKaVPm6mqnrKciusYfRIcBGGvhV\nnxY1LM2hY6aF+hpluzO+Y58OWHprFs58eAlrAraKAZ8FEd/pXdo75S/hbzMMj049lZu6GguXkI5t\nNrq1jyVLvZYhNWbiKesk3Fp/l0f9Hkttu1vjvbj5RKEtR/GLUtRV1rWyLpe/uyEptOXo/Y7/X5q1\nyvMrEPV7LJ24ayS0jDQQ+fOtVi9FTV0GWz8r2PpZkV5L/JgQAkVpxci6myNLj8qSnt96QaV6TqqL\na0h9tZKN3zYcHXvbtdmZASDtegY36ti2k0+mkGHSrhH06MKz0irfTYIxRt1D2x9so9cPYZsH7UPA\nfB8kHH1MBnweRJS1Sjw48EhcW3UbIBA9FvrSgHndWlVw1tcohZqmGrHsbIawX0Jw8t0LRN9Gr4Wu\nRHPkPszHnolH0WuJL4QkkH4zi07dNxr3DyTixDsRIuVSGh/yr/7sbQrm8YeT8DqjhE3ZP7rVd0N/\nCCYrvDYg7XomHFWUlr+JJxHPRNTaO8RrrLtIuZwugj8NJN6TGhir66rrUfmqEpWvqlBRVE2qiqpI\ndXE1qoobMhyrS6uR+zAfTI3hdUYp+cVzA3fqb08HfBYEHdOWs7zzAAccW9rSAQk05Epc+OKasAuw\nxuS9o6BlpInC1Nfs5ZNXfOKOEXTgF71xbGkE2RiyB53CXKT+H/dib5b7a5tqQVmjfKvzV0NPHWM3\nDWNPIp7hxLvnEX84SZqyf/T/KPnpbzMMXOIk9MdglUKvjeg80hVH5p1mjSQox5dFCF4vicn7RqOD\nv3VTb9az1EF9jRLNi5qy7+ch/nASm39xatP1CEG7JLEXvrommboaw6GXLeNcQAhBsu/nob16e0II\njB0NYexoCEN7A5Zx6wWHAKEyAg19BT8y7zQhlBCHIDvJdZAjcwi0hbZJS67ElMvpaFRWbo7Koirk\nPsxHbvxLkRmbzfMeFjCCBr/H946/Q66lJuTacq6hrw59G11m6mwEi85msPG1hKmzMWz8LPnBmSdJ\nXWUdqSioFCu6biJq6jLe54MezHeaV5sNL9UpuZpGwzKu80g3FDwtxN5J4VhwaRr0rVtmn+Y/eYVd\nYw7Db2ZX9F4egAtfXeONjFfdJnaGQ5Ad2TXmMNb33Skm7hxBzNxabwuBBsdsxBeRYsi/+qmUalNT\nl6HbpM4k4vOrYvH1mW0yZddV1eP0Py5KTy+l05FrBsN9qDOJP5xEIr6IhMcwF6jrKCDXUIO8jQzH\n+holNgbvkozsDYi+rR7lSi75Tu/Cbm+6J63uvpUZ2utLge/4N6llyTXlUNf70wFZW1GHvVPCef7j\nQhr2ywDSabhr80gbqotrOACqaaiJKftG06LnxTi25BxWB2yD36yuPGhZd9pY+q1hoAGpnqOmvLYV\nH4UquA12gq2fFY4vi8BvflvEf2V1pVQrYWvofsgUTMjUZUJNXcblWnJoGKjLtE20oGelAz2rhgG/\nb9oxnnk7h/pO9yLBnwa2Ct9RRqFlpCle3M0hzsEdoayTcHTRWdF1QifSSOgJ4A/LoPp+chJe4unF\nNLYkalbDNSmBrZ+V9ODgI9aeYQAaOvWR+Wd4RvQLGri0OzJiXkgv7uUxt8FOGPhlH5IelYX7+xPZ\nlR9vSiffq2K6FtrCJaSjcOrvQM3cjPE6o4S6hDgg9VoGcuNfioyYbP7yUT6rraiHhoG6pGuhQ2y8\nLZiZuwnu70uEkCQsuDwNXOKkOLOUFWeVojD1tZR1JwcJRx7TildVhMoo1DRkqK2oI4Jz3NkRz4d8\n1495jnJ760zS6ExsRP9/BqIguYjvGnuYzL84lTR20lfPirBj5CF0Ge8hgj8JJABQW1En1LT+XBno\nW+li6a1Z7MyHl8XW0P3o/2mQ6N6sFqIRh+ee5mZuxu3SoQ/4PAjxh5LEk3PPiKqkqVfPirB/6nEB\nCiyNmkkaZ/cu4zxwc02sdH3VbZVp242oLq3Bhv67JX0bXTJl32hamFqEHSMPsfHbhsOpnz0ryytH\n3L5Ecu6TKzj36VXu3N+eBn8WBG1TLZH7MB/lLytw+qPLwsrLTCyNmtWCcAgA9Kx0UFdZ3+L3jewN\nMPfsZJYdl4vjy8+Le7vi0ef9AOE3syuRKWRQ6MhRmFLUbnp3aV45nl19jqzYbBQkF0kVryqhrJPI\nv28W/kbD4D2lc03wJ0HqlYVVpKKwilS+qqSVhVUoL6hEWW65lPeoQDw++4xKtRJNv55J/WZ3Ez0X\n+bZJXKJvq8dz4vOZc3BH3Fgdw6U6SQz6tmXFH6GAqgWDEAKnP7jI3YY6ET0LnabmdB7Qkf3BUdDm\nYLp/MBEXv7ouTFyMsPDKdOjb6tGba++gz/sBuPFbDA3+JBAOvWwbdQlZfY0SCUcfk8TjT0Ti8Se8\n6nU1lSlkWNdnFzT0FZKuhQ6x9rZkPRf5okMPmxaVeqt8Nkl9/9GTZkRn8Uv/ukEn7RrZfAZuOk4I\ngYqCShxZcIa8uJMDKqPQtdAmbn9xry/Vc6Gm0bJrjN8eRjf02y0eBQ3NAAAgAElEQVQdnHmSTD04\nhpZml2H7iINwD3USg7/t19RmtRV1ovmSGmgIo4atCCFuQ50QvugsUi6mSWPWD2WNFHdpNzORGZNN\nF0XOaNcpSClFwAIfeuHLSOE6yLFFnUSDKtgl4jbYCSNWD2o1eYzeMJRtH34QvtO7wLBD65VC2csK\nbArZw626mmPcljAqkzNYeppDpi7jL+7m0A4BNtC10EHfD3rQ3u/6IzUyg97eEiet9tvCqILSqz9F\nCUJIQ1h1vIdK7Qs9K13UV9er7MDW3pZYenMWexzxDOc/u8qj1t1lIV/0Fhr66qIwrZhae1uiorAK\nqZHPkRmTjfwnr3hFfqWoKatlyjoJBjZ63MzdhHce4SozdTXG1Z+jeN7Dgv++6kpCSBNtmArnC1PW\nKrFt+EFeVVQFZa2EJ2ef8Xs745nzAAcpYL4Ps+5m0aITmToZIj+5EAUpRYjeeI/OODK2FU0ZAVRa\nhqRTT1GSXUbmnJ3U4m3a97TB5X/dUK3E9LIC+6Yek0qyStmQ7/vDc5QbJYTgZVIBKCOi50JfEr3h\nLn96KZ02d76pqcvgM8UTPlM8KQCs6blNep1RwoZ+3x++7VToJYQ/Rl1lPfOe4glrbwu2e9yRFsVO\nb7btzd/viILkQjJ28zCcWH4eAPCrz2Y+YecIaqtCAao5uJK3iNcDDYNy7rlJbHXANn5s2TmeEfWC\ndOxth7AVA1u0WV1lHbTa8Iw79bXHu3fnkV1jD+P3wO0YtyUMdv5WOLbkHO/9fgAMbPXe2pF7LfFF\n7NY4kXA4Cd0mdSb11fU489Fl6UnEMzp81UC05SS17GwGWz9Lfu6TK+LN/XdRejG2hO7nLgMcxPBV\nA1nzcKqpqzF5EpHKm1eGUkbhHOwA52AHVppbjm3DD6A8t5wYdNDntt2t2vQn6Zhpob5a2eZ7AwD3\nwU5wH+zE7ux4gPNfRoqaklp64etrIuKzq6ivURI9Sx1u5mYsXAc6UlNXY2rqagx9Gz1QSij+yHeo\nKatB4bPX/6Os5v+IlOg3IYTAsWURUlVRlZDqJdj3suE6ZlpYeGU66muVdM/EcPF7r+0ibt/DJjp4\nYycjVpxZIoUvOstdBjgI624qOr+KF1ZfXY9zn15Fnw96tMo8M3Y0BGEEGTHZLT6//MNN/N5rO0yc\njPDO7TnwGu3etDR+fitL6FrqcABwHeREb2++12bdRX2NEmV5Fazfhz3FlR+jhLKu7UKwK9/flPq8\n30Ooqcv+qGjU41d/ilJ57NWfopBwOInMPDYebkOcwOQMPRf70oB53tgz/ggu/etGm78DNESMVHVc\nuaYcgcv9acqFNEplBGPWh7Zq0LrKOqKu03Ytg0K7ocw6YJ439k89hrVBO4RULxFjRyOadS8XhWmv\nUVVc3SZtfWMS1+Xvb5KXj19hQ//dIvNODpbcnEU6hbmqPKcRYzaE0qw7Oez5rT/T4HMSXmLz4L2i\nyzh3MeK3QezNHIuuEzuRx2dS2lzGPI/KQk1pLVlwZTo6BNiIjcG7Eb7knEqNCKbGoNCRozlblypU\nFlUhNTKDK2skSmUUtWW1ZPT6oeTT9HfwTswcOmHHCBb0jj9xHegIQzt9vOlvufTdTZi5mXBC2to4\nvx3/kYbh+qrbPP1mFpm8fzQTHAj7JYS+THrFairqMHnXKPLR48WkyzgPcv3XGOkXzw04+8lliUsc\npS/KWHl+BUatHaryRTY4H1t+FrXuDlfTVJP8Z7dOUGkgeLWR4g8+AtDQiVb5bpYSjjwWk3aNQPPl\ncCOeXkznDn8I7Pb/uBfyEvJVFvMAwL3d8dC10OaBy7oTfVs9cWL5BZUvMiH8Meqrlcx7yp8OyqDl\nATTh6ONWo+fWxnuI2XIf0w6PhZmbCQghcB3oKN3bnSACl3Wn04+MQ/zhJLG+/642eQG5xMmbWwmg\ngdrtync30OeDHqK2op7EbI1rdUxdlRKKdgxDI/xmdoV9oC0vyy0nUh0nZ/95WRyYdhybQvZghecG\nfGP9K76x/RX/6rga3zv/Ln50Wyt+7ryer+iyUbrxW4xUX1OPraH7UfGqEva9bNijk8lIu5n5/7h7\nz7Aok3ULdFVVNzQ55xwEREAEFVABA6Ao5oA56xjGMMFJ7gl7nNkT9ugkxzFnESOYMIA5RxQxgQJm\nkJyh6a/q/kAYmm6cOfuc+8y+dz0PP+j++sv1VtVb610Lb9I61DfTQ9B4fxz4IFVwiSPn3BNsGrFT\ndJ/TRfT7opfW4b//kPaoK68jxTmaknzVxTVI+ccJMejf0cLGxxKDfohhU/eNwasHReKHjiv5jcTb\nGr8xsjXk+W0U3dWU1iJhSrL4qesaCC7EjENjYe1tIZl7mIl97x0V1W8wGmoC5xx3D2bx8L8octQW\n/nZKdGvcTr4vzv9+jU5Njkf5k3Lom+sJEwdj0nlCgJQ8/zDmnprMmIwiYkEoIhaEsidXnyN1yRly\nY3smIIC+H0fStkxiW0eGipeVuPD7NTpum+byWBPaRbmz879dkXa+dYBmpeaQ0OlBJPLdMK09qqTi\neHbjJYv9qheAxhfRwsNMur41g0R9rMnPv7nrrhQwvD0hhGDIsr507cDtjVJmrZyg0v51Vur5XhiV\nK2TNb65PP08c+jiNpu/IRKd4PwDAta0ZOPXv8xi3VV0Jqf2Admzfu0c5AOIYZIe3z0whSfMP46eQ\ntWL48ljiFeWhdjwhCbWphKTi2By/ixc+KKav2YPE1tcKiVP3wc7fBi3pwA01DUTxBm8QIQQy9t4T\nhxefIEa2hiLynTBc+P0a5p+fqiaFzyXeOOyubYCypoE01KrQUNNAGmobUFVYgz1vHwKTMdgGWJPa\n4lrp1s27pLKgitSW1REmZ5Dry7mOvpwrTHSJsa0hM3cxhaWXOXzjvHBr112RvPAIuZeSjdciK202\nIiajMHU0lh4ce0S7zVKXdd8cv1vyiHBBy5UHOz9rzDo2gd7adUcc+ewULvx+TYpfO4g1KYqbOhrz\noofqw/za8jrse/eoeHQqjziHOPJp+8cw2w7WDADqq5Sk1/vdyK099/iGIYmYcXgc0SaB14TrWzLA\ndBhpF6XJ0vyf4L9qxPD0+gvsf+8oGbwsBnZ+Nsi/WwhjO0MOABELQ1n5swqWfTxH7TfOXRwwbf8Y\nGr04HIQAqUvOInN/22rHLUcMRz4/Jdl2sOKuoY5at+Wcoyi7GBX5Vaz4UamYeWQ8oj4Jb9PIJD/z\nFWS6TDR5DjSedxi7viWDthYk5ZyjNK+M+cZ5U6CR299xeHspcdo+tTHozV13oKpVsaBWy5lMRtF9\nThdx5qdLEtBolnr085MYtWYQXMOc1I7l1s0JdeX1zT6KeiYKjNk4hEV/Eo5dbx1E8jtH1Mp5ucRJ\n06pE5asq/By2VqqvqMfsE5OaKcUeka7otag7T5iUJFpa5jXUth0YXmUVY+2ABH74HycQ/WkE5p6a\nzMLnhUCuL5eubr6lNlqijELXUAeGVgYwdzGFjY8lHIPs4NbdGU+vPpcsXE2lqE/CkX+3CNGfRrLZ\naRPpB7fnkE8fv4MFF6dh3OahNOazSFngyA7MzMWEF+eWSpfXpfOE8UmoLa2jdw9lQ89MT5g5mfxp\n7t4n1pNl7ruvruL900VU5lexQUtjNO0MCEHgKD+y8MoMuHV3wqq+W7Fr1gGhUqpg4W5GS/LKADQG\nhB0z94tlwauhrFLyqcmjMSFhOLPtYN28r/oqJTG0McS4rUOpnpmCbxq5q00FcwA4v+Kq1H1OF43p\nxf8U/zWBofRpObaN24tus7ugaa5Y/KgUZs4mAmjsfXvM68oPtmHPVpxTBrcezqpBP8SIfe8cRepX\npzW2IS1u1rMbL5F9PIeNXD1I4x6o6lU4/OkJfN9hhbi+NQMynUbzmD+jsOacfSxMHNUVjTvEeYFQ\nwh+ezFXbNmPvPega6Qirdn8kXqP+EcEqXlSyW3v+0Ec4/u05qed7YUJbMAoeF0AqC6rZxVXXsP/d\noxjyUz+hrXZCrieHUxd76dKaG3/cC0LQeWJHMv3QOORdeIpfu69v1rngkoBcT4a8i0+xPHyDcA11\nxPSDY2nr5bewt4KpZy83vqb/tuZSZVW9Cnqm6oGhvlqJI1+clFb32wpjByPy/q1ZJHhcQPP3fb/o\nyU4vu0jaspxriZe3C5CemMlGbxzCwmYGwzvGXWwatUs0TSEoJTCyMYRjkB06xHkhbGYw+n/Vh47f\nNpy9fXoKDZ/fFUyXQmqQ0L6/J9895yC+91/B985PQdkL7QpLoTOCUXCviDUdozinFOd+vYKRq+Le\n6JymMNbFgH9FsRmHxqI0r1z80HGlKMwupuXPK6Tdsw+KZcGrUVtSxyfvGYWJO0YyO3/NOo6GmgZi\nZGvQ6KNxaCxT1avEtvF7uTbFsmfXX6C6qIZ1GuP3v4sK+C8JDHUV9dg0cpdw7e7Ee73/h75j6dNy\nmLcoxQ6dEUyVVQ3sxnbNuVtJXiksPcyp/xAfMiVpNNIT72CTNk0DISCEwP5Fx7jfEB/RsrHXltdh\n99xD4nu/FSLv4lM+9OdY0mVKILfysuCEQqwfvJ2/aQ6blZrDPXu6avQg7fq40Utr1aXZr2/O4H6D\nfUTLea2eiQJ9P+8pjnx2kksq3uZoofEyBF49KIKxnaE4/t15ePR0hYmjMakurtFK4vIf4sMentIU\noLHxscSck5OJc4gjloevF7d234WQOElPzMS28XvR8/1uYugvsUwbnZsQgiE/9mO6hjrYMmaPBACq\neonomeo2n+PdlGz8FLIWWak5mJEyFvFrBmkkeTvEeUHPTE9q7a3RGlzi2PN2Cu8wyFtYeTYOzYcv\nH0D0zRR8+6Rk3pZMfBPSvjmL08suYejPsaCMIvbL3uyDzLkYvKwvrSmqlX7tvh4/d1snnV9xRU1y\n3sBCH/oWetKjU3ngnGPz6F1SpzH+klsL9au2IISAnqkCvT/qQa28LMijU49RnFvGyl9W8km7RmLy\n7lFtKjMJIaCql2Bs2ygXRynFrNSJrPRxGXa/dUBDdv/I5yd5x1EdpL9Chvoz/O05BknFkTAxiesY\nyMWoNQPVGlV1YY3K1NG4+Rx19OXo80kPcfybsyIwvoOaT19lfrXKO9pDBjTWrs8+PhFbxuwhv4St\nk6YfarSsb0ox3E66j4qXlXjr6AQCNIrDHliUyp9cfkYdOtnxcVuHsSYdiGNLTqPLpEDadWogVvXd\nKq0fksinJo+mrXsKlVLCi4wCNuzXWI1rjFocjp9D1rKK/KrmUUdhVjHp+0VPjQYfONqPXFxzXRz4\n4Jh4dOox7/l+NypXyIiqXoV7Kdm4m5KN/MxXqqrCGhmhBAYWeiCMID/zlWrb+L20iUBjaG0gzJyM\nuWU7c1h4mLPX9QzsbkoWwBvrJaQGDpVSgtQgwaa9JasurEbSwsMglOD8iqsYvLQv/Ib4vJHOLVfI\nMGH7cLqi9yakfXO2sRrVQh/FuaXY/95Rnn+nkPRa1I2ETg9+I7Gq/1e92O7Zh9B1Sqc2TV8ub7gp\nakpqMWhpjNoJTTswlv0cupanLD4uDfwuWutxDn6UKm7vvU8m7RnVuJz6eg9MRuEd7QHvaA9WXVyD\n23vv0SsbborTyy4RW39r3mtRN+rWzRkuIQ7szsEsKefsE0oppdH/iFA7B84Fyp6Woyi7BIVZxXiR\nUSAV3CskZU/KG4VbjXQlfQs9yHQZBSHEwEKftEUxb0JDrQqEQM2VSq6QYdbxSXR5+Hp+8INUaeC/\noxkhBNXFNci/W0SHLR/whj3+dfytgUEIgYMfpEoleWVkwaXpGqSU+sr6Zk/CJnQa7U/O/HQJZ36+\nDLUS5fI6tW2NbAwxI2UcTVpwWFoevl6M3zqMgBA01KnI4U9PoPei7vTV/UIc/Oi4VHD3FWvXx11M\nPzgWNu2tml+s6uIalD2toJ1G+4FSireOjmer+26V1g9O5FP3qQeH5+mNQitmLqYaozAja0OYuZhI\nNxJuk57vhtHsE7kAAbEP1OwpKCUY8mM/umHYDqjqVOzO/gfi7K+XpdqSWmZgZSBcwxx5xMJQmXMX\nB5i7meL6ttvk8trr0txTU5qfZdmzCjy99oLkZxawwocleHrthVRVWEMoJXTPnEMwtDIQVEYFZRRU\nRkEZEVRGQRiFpYd5o+isnOHgh6lIXngEOoY6MLDQ48a2hsLE0RhmzibUyNaQGNkawsjaAEa2hhi3\nZRg2jdwJSSnh8tob/MqGm9StuxPeS3+LaDOqbQ2vKA8Y2RhKF1ZeJb0/6KFxDyteVuLEN2fJyFVx\nGiQ3uUKGaQfG0N/7bBa2HaxFa7r3rtkHRc7px2TagTGw9rZE6ZNyrUQqAwt9hM4IJqEzgvEy8xWu\nb70ltk9KhlxPzm39rOjji88YAAz5qR+yT+SiMKtYvLyVzwvuF5HyF5VUpsOga6QrGVjpw9rbgnWd\nEgiPSFdYuDUKt5777Qourb0hpuyJx+rYrVSbrUFL1FfWg+loxjl9UwVmHh1PV/bZLAws9Xmfj3rQ\nI5+fFE6d7bm5q6a6+H+CvzUwXFx9nd89lEVnn5ykNcvfUKuixvbqqrtMRtHvy95k/7tHRfi8kGb2\nm7KFI3IT5AoZRq6MY+eWX+GbRu0i9p1s8Tz9JdMzVfCrm26JY0vOsI7D22PE7wNg5mSiacxy9gkM\nrPQlXUOdZjn5mUfHs9X9tknrB2/nU5PH0Kb5dM65J9zMpW114e5zu7LUJadFxMJQXFp7Xfj2b8cp\nJRr6As9v5uPqhpsSV3FG5RQOQbai+9wuzCnYHvrmehplz3VldZDrqwujmjoaw9TRGP5DGnM1nHO2\nLGi15BhsL15mFGD+hWmEyZnWYcDRf57i17dlwMbXSpqyN54pa5QozCpGYVYJLXpUgrIn5cg5+1jU\nlNRJymolGupUpKFWRSWlBCEEqJzi6qabtO/nkQgeH/CXZOGaEPd9FEuYmIzQ6cFovQx8YFGqZBdg\nQ7yiPNp0lo5fM5AkTt0HSw8zNA3zt4zbwwsyX5EZh8fB/PXz0eYu1hp2ftaI+zaa9fuyN7LScujZ\nXy5zwQWVVBwHPkgVusa63MjGkNj4WLKIhaFwj3DBa4VorQ1TUnGc++0qj/s2ilq4myF+3WBsn5QE\nhyB7tJX8rq9UgsqZADTJzab2xpiSPJqsi0uAnpmCZ6XlkvhWI+7/Df62wJB36ZnOrd136fjtI2Bq\nrykLzzmHsqaBmNhrynG3j/XEqR/Oi8P/OEHivo1q3rZ1gQ/QOA8OnxdCbXytsGvmAVBGISkl6t3X\ng4fNDIaBhX6bN/PBsYdSa+MWSilmHhnH1sRuk9YN3s6n7WsMDlmpOcK7r0eb+woY3h5HPj8pcs48\nJi8zXolus7o0b1tTWouM3XfFpUZ3Izh2siWAAKEUbt2caOvlxJaoKa0Veia6b2x9u2cfEnqmCjJ+\n2zCyqu9WfvSLU6T/1300tlMpJdxIuE2H/NgPSQsOsxcZBbAPsIFDoB0cAtWGvRoBqr5KieWRG3ht\nSS0llIrj355D6ldniHuEi+Q7wIt59nTVaOyt4dbNudGFafll0vezP2oaHhx7hMdXntN3rs54Y1LN\nI9IVPRd1R+KUfZhxZBySFx6RKvOr6cwj44lxS1l3oZXrphUyHQYLdzNUvKgkggjI9eVwCXPiw5f3\nZ38mStsSx/55CoZW+vB9XePh3sMZvT7ozhMnJ5O3z00l2nQU6irrwWRUa2AAABtvS4zbNpxsGrmT\nGNkYCrc2HLf/E/xtycfinFLa78tecOnqoPX70rxGl2NtN58Qgv5f96EZe+6Kuoq6RkdkRtucm+bf\nLcSV9emSAMB0GfTM9IRzVwf6phdVCIGHJ/NY8Fh/je8opZhxeByTK2Ri3eDtoiK/Cq/uF7GgMZrb\ntvyNR4QrSV1ymjfUNlCXUEfknHuCxKnJ0rKgVbi8IZ13nRxIPrw7l/T5OJzq6OuIXou68QMfaF+F\naUJ1YY3UehWgJbJP5CI7LYfErx1EmZyh3z970lu774oGLXL7D44+hEwhk3wHeMEj0lWc+O7cX/Kl\nBIBLa6+DN3AyPmE4BOdkwaXpZGLiCMj15Oz4N2elpUGrsKLXRn5q2QX+IqMAbflVDl4aw65tukWr\nCqsBNK5o7HvvKCIXhpA3rQA0wbOnKwys9MXqmK2oK6unMw+PUw8KaOx0/mpkyD6Zi7VxCfCJ9YRc\nVy4m7RqF0rxS/Ba5QRTcK/xL+6ivUiJ9R6bo/3UfNWW9sJnB1KOXK18bt02r8G99RT2YnL6RvZi5\n774g+OuB7q/ibwsMQhK4ezBLqyIvALzIyIehZdsux65hTrAPsBHJ7x4VL27mw9BKX2NHBfcKsW3C\nXmndwARQOaV9PuwBY1tDlf9QH7JnziGxNi6BP2+hRN0ShVnF4JIQbuHao3BTcNDRk/OVUZuhYyDn\nqjoVinNLUZxTiqKHJSjMLkZhdjFePShCwf0iBI7yJQX3i6iOgQ5+7LJa7JyxXxBK6ewTk7DgwnTW\nbVZnMBlFVlqOMHM15aHTgymEoGd+vtTmfawuqYW+FgcooJFyvfftFN5ncYRoqkdx6+EMC3czcejj\nNI17e2HlNd5hoDcDgIHfR5PHl56xJjftN6HyVRXOL7+Kob/EEtcwJzh0spP2LzomHIPtMXx5f7xz\ndSZblDELASN86YNjj8SmUbvEd+2XY9fsg9KdAw/U2IqOwfawcDeTTi+7KAGNy7UKY11J21y8Ir8K\nF9dcx7YJe8VPoWtU/2r3C9b03wau4uCcQ89UIbR1FlwSf6khXVp7ne+cvh8xn0Zg4HfRRGrgxNTB\nCHNPTWHt+rhhbVwC0hMz/5R2vO+9o8LW15q7t+rRm1Z15Ao5SZiQpPH+1lcpwXSY1v2/Xh3hd/Y9\nINMPjkVNSS3y/4Rq/T/B3zaV8Ip2byh7Us5+DlnLpx0Yq6F/9+p+EUwcjTjeUNnYb0lvujYuAYaW\n+jB1NG6+ga8eFCHt67NS7vknzK27M1lweQYMLfXJpbU3INOVkaiPwxH5ThjZ//4xbBy2A+7hLlLf\nL3qyllV3D0/lCRMHI06ppg8hlzhe3n6FR6fzhIBAfZUSIKCrYraoVcA3J7hafCZXyEhDXQNil/Qm\nHUf6ahR6AcDdg1mi40hfJtNhGPBtFEmaf1iEzgjSmsSrLa0lhl20F0Vtm7BXsvKyICFT/pDOI4Sg\n7xc96bbxexG7pHfziKw4txQF94rohO2NLFADC304hzjyE9+fF6PXDX7j3LVJdalpqTbm00i2YVii\nmj6GwliBHnO7osfcrgwAcs4/wbVNt9iRL05JNUU1zMrbkncY6EW8otzJkJ/6sbUDt8OztxtubLvN\nZhweh/oqJe4dycbD47l4mflKqi6qocqaBmLhbsZdQhyE/9D2MvuONjB3M0PS/MO8/EUFKc0rE/ve\nPSoN/SVWne78Jzqnkooj5eM0KXP/Azp2y1C4dXMG5xySUoLu66XAgd/HkHa93ZA0/whyzz+RBn4f\nzVoXngGNwSs7LYdM3TdG6z2UK2QYnzCc/t57E07/dBGRC1sk1CvqwbQsEyurlVjVb6sEgM5Kmwhj\nW0PY+VuL6wm3edw3mibG/wn+tsBgbGsojVo9UL7//WPSb5EbxKjVA4lHpGvz98W5ZXhTMg8AbH2t\n4BXlLt3cdYcFDPXFq6xiHP/XWenRmcfMrbtTU0BobnnKaiXkerJmxd3hy/uTqqIa7JlzkKzovQmB\no3ylXou6MwMLfdw7lM3b9XZjQOO0oiS3DDlnH+P+kYfSkyvPGdNhwtTJhBtY6jGmQyE1cMw8Op68\nzkBrRU1pLZYGroS+ib54duMlOsVrElFqSmpRkldGO09oJAB5x3jA2ttSJM0/gvi1gzS2ryuvJ4Y2\nBq0/xs1dd/DiVgF7+7RmKbNLiCNs/aylA4uO0RG/NxZCXd14k9u0t4TCWNF8vwYtjaG/dl+P4txS\ntHVdN7bfRkleGZuwfUTzZ/YBNnAMspf2v3+Mxq/RPGcAcO/ujNcuWKymtBZXNt6kmfvuS2d/vUKZ\njBJQge2TkqFrrCM2jdgp6srrqZGtoXDqbM/DZgYz+462sGlvCSZXz25WFlThXko2m5U6AbpGOvgt\ncqM4+8tl3iSMCzRWj5I2mIF1lfVInJzMCx+WkFlpE0mTAnNdeT1AoFYV6dOvHd4+Z0fWD07E71Gb\nxbgtw0hrOvvetw9Jnr3cYOdn3WaDNbE3wphNQ7B17B44drJDUzuor1SiJQ0eaOT2rB2QwG3aWyJ+\n/WDSVOIe8U4Y3TFtP2K/7IW2pBL/J/hbCU4yXRmG/hLL+nwSjsSp+3By6YXm78qfVXBzN7M/vcJe\ni7oxrhLIOp7D1vTbCqlBIgsuTcO4LcNo64ROXUW9aG1tZmipj0k7R9EZh8fh6bWX+ClkLU7+cIG/\nyChghlb62D33kPRv/9+xMnozLq29IZm6mLCp+0bjo3tvk5lHxrGXGa943896ina93aRjS06/sSu6\nvjUDlp7mfNzWYSRj912SlfZIY5tHp/NgYKkvNXkhEEIQ9300zT6Rq7WQp66ynrT2S6wuqcXhxSfE\nwO+iROv5dRP6ftGTPUh9RGpKa6GqV+HG9tu09wfd1d4HEzsjOHSy5aeWXtSaa6ivUuLoP0+LAd9E\nidb5muh/RLCHJ3LJmwhhTdA300PPd8IwO20S++j+XOIV4w6pgYPpMFBGydCfY+mH9+binSszyIgV\nA1jnCR1hH2CjtQFcWHWdW7ibSpYe5jCyNsSExBHk7K9XaOb++83Ppq0BQ+nTcqyM3iJqSmrFgovT\naEtZ9oqXVVpLpY2sDTHv/FRmF2CDlTFbcPdQVvN3BfcL8exGPov5LPJP32OXEEdEfxYpds48IJoY\nqHUV9ULH4I+LfHz5GVb22Sx8+nmK8QnDWUvdC49wF8h1GX94Mu/PDvWX8LczHwkh6DopkExIHIHL\na29gc/wuSVJx1JbW8SYz05Yoe16BMz9fwvohieKHwJXSypfU0ykAACAASURBVKjNEGj0Z4z5Z0+M\n3zacttbla0JtWR3XbYMVZuNtidlpE9mAb/rgwsprlMoILq9Ll7hSYkN+6ouPs+dh3tmpbOC30bDz\na6SuHv38FBSmCtJpjB8JmxnM8s4/bbNcGADuHX7Iffp5wtbXCn2/6Cn2zE0R1cXqFXP3UrIl5y72\nai+SjY8lAob6SDvfOqDRQJVVStJ6SXdL/C7JrYcTf5P7tkNHWzh3cZCS3zkq7h1+CB09udRyxNaE\nQT/E0Hsp2azsmSZdeMe0fdzOz1r4D9XUQLAPsIFTZ3tp33vaK0a1ofBhMX6L2ChlpeXA0s0c7Xq7\nSvpmetKBD1JF6ev6gjehvkqJa5tv0div+jTfP4eOthi8tFG38um1FwC0jxieXn+BVdFbYNvBSsw6\nPpG1nrZV5ldBx0BH67VQSjHy9zgy4Js+SF5wRBz8OE1SKSXsfTtFChzlK5k5/zXfh66TAolPbDu+\nNm7b6zZQ25wjSd+Ria1j96Dn+93EwO+jNcrDAcCjlyu9uunmX04Yvwl/e2BognMXB8w5ORnVxbXk\n57C1Ul1lPTW2M0Texac48GEqfuu1UfrWd7n4tds63D2UzZ0624tBS2PYezdnIXxuCAyt9JG25IzY\nOm6PhrdlE+rK67Umo4DG+dzRf57iBz9Mg52fNZeUEmalTWSj1gyCV5SHRi6gprQWN7ZnYtAPMYQy\nCueuDlAY6+LyuvQ2r7E0r5R49najABA8PoC49XDmG4btaH6QnAs8Ov2YdZ6sqfLb55NwVppbxu4f\n+2OUwbmAqk6FlvyNc8svo/xFJRu0tO+f9lIxn0Wy3LOPyZmfL/EOLSoEW8LCzQw27S2lsz9fUnvh\nstIe4en1l3TIT/3aZEZGLY5gj07mkT+z7+OcY997R8XqvlvhHuGMhZdmQKWUVN59Pdm8c1NZuz5u\nWDdoOy6vTxdv0uy8tuWWMLTUl1rzAvwG+6DbnC7YOn4PSh6XAa1WRG4n3RObR+1CyPQgjF43mGrL\n+1S+qoKOgfyNQS5wZAfMPj6RPDj2CMt7rBevHhSxoLEBrC0ndm0Y+H000zfTI1tG75ZqSmuFwkQX\nqV+fQconxzF8xQCEzQxus832/rAHci88Zf+JXWJr/O2U6JYwtjXEjENj6a5ZB/mj049pwvgkMB0G\nx2A7KWiMP3PqYg87P2uNeaWxvRF0jXSlOScns+2Tk8mvPdYj5tMIETyho5poaF1FPZrcnpogqTiu\nb7kljn97jhhaG4gpSfFw6GhLlwatknLPP2VtSZ/vmnmAu4Y5CtdQRwY0jnzCZgbj8vp0KWyGJv33\nZWYBVPUSsX/NiyeEYOjPsey3yA3iwIepYuB30eTl7QKAQri2sOVrgoGFPnou6iYOfpjKvaLcGKUU\nyioliIxC53XSq/RJOU7/dBnxawfhTaW5TbDwMIOBtT4vfFBM+3/du83tBi2NYWv6J6Dnou4wsjaA\npOJIXniU9/m4BzF1NG5zVGIfYAOnLo25htHrBmvdLivtEZLfOcr1zfQwJWk0sQ9oTJ5VF9U0a20O\n/C6atI/1xO7Zh5B9PEca/tsA1nqJVmqQcG75FdLvy15aA1yv97qhKLuYbxqxk8R9H00IIRBC4OQP\nF/jFVdfpkJ9j8Sbz3erCGiiMdd8YGKoKq5F9IlfomemSouxSwnRkWD9kOyQlh0whg765njC01ufG\ntkbC1MmYGtsbUUMrAxjZGMDQuvFP11AH47YNpyt6bcTL25KQ6+sIVZ2K/BWzHFMHYxjbGEqZyfdp\n1ymd/lcLmP9VgQEA7qVkI/fck2Yhy2HL+8Mryv2NvZ+xnSHqq5TQM1FgatJoejclGwcWHRM3Em6L\nYcv706Za+PoqJWl6oYQQyD6Ri0MfpQmVUhJx30YR/6F/CKXad7ShD44+lHz7t9M49vNb+Xh64yWd\ne2qy2ucdR3Ygaf86ywoeFMHG21Ltu2ubM+Ac4ii11HDUNdTB2C3DyLqBCfCOdsfzWwXc3MVUoI2V\nmJCpncilNTfo6WWX0Ov9bqgtr4OsBWV2c/wuyX+oD7QVcrXE3YNZOP/7Vf7qQTFtqGmgREawacQu\n6JkquJWXBQmM70A6juzQ7NFp42MFSw8z6dzyy4j9sjdLmp8ijGwNoc0oqDWiF0ew9UMSUVNaqxas\nasvrkDglmb+4VUB7fxxOQqYENlvHFdwvBFdxYtFCyNezpxsWXp5ONo7chV/D12P0+sFq5jOZ+x6A\nyijv+AYx2ZErB9JVfbdIBz9MpZwLsnPmASnv/FMybf8YaDM1aomaklooTDRHm9XFNbh3+CHSt9+W\n8u8UMmN7Q66saaC8gUNHTw6ZQsbnnZ9Cy55VovBBESnOKWWlTyrw6n4Rcs89keorlUJZ20BVjQxS\nQgigMFUIAFDWqoiqXsKMQ+PQshT7TegY34Fd3XSL//8qMBz8OE3c2nmHDF7WF6eWXpRMnYzZrlkH\n0X12Zx75blibQ1ZjW0M1kU3f/u3gFeVG98xNEav6bkX3OZ15+PxQqqyqJ/rmesi/W4iDH6XywvvF\nJGRaJ9JzUTcN/n2n+A5k/6JU1mRC2hJ75hySuk7pRMyc1DUK9UwV8IltJx375yk6IWGE2o9yzz+R\nus3uotFgW+QbYGCpj06j/dps1EzOEPddFNkz+5DoNqszqSurA5MzDoAe+fwkJKVE+/2zl9ab9PxW\nPk79cEE8vfZCEEpop9F+MLY1FDnnn0JSqoiOsQ4GLY2heRef8dPLLiJl8Qli4mAkeUe7s5AZwYj7\nNoptGrUL7aI8cP/IIzLz8Lg2PSBbws7fBk5dHaR97x2lY9YPIUCjytTpZReFcxd78fbZqTCxN1I7\n58zk+7Dzs5ZaU8YVxgrMOjqBHf/uHLaM3o3ub3flEfNDKKEEJ3+4ILpO7dTmCTXUqfDsxgt49/Nk\np3+8IIQKyE7LocHjA0gTUcnKywJtifzUlNRCz1RPAEBtWR3uHc5G+vZM6UVGATOyNZR8B7Rj47YO\nw50DWSz1qzOw8jIXfkPak+zjOdg8arc049A41rqzgJYOoKKgCo9O5ZIjn50SRlYGqKtUYs2AbXDr\n7ix1ntiRefZyU+sMWqP77C44v/wKLXpY0uY2fwX/FYGhoU6F9YO3S5WvqunrQiaSeSCLKYx0pClJ\n8WzL6N14np7PR6yMo9qYkEa2hmioUTfmkOnIEL9mEHly7QV2zTyAW7vuirryenp9221++NOT1Cva\nnUxMHNFmgY9XjAca3j6M4pxStJSgv74tAzUltSzynVCtvwudEcQ2x+8Wkoo3v2SSiqMyv4p5RLho\n/U3w+ABy7+gjnnvmMRVcqDk0a5xXH3fYdrASe+enIHRaEGE6TLy4XYDrWzMwafco0tLUpSK/Cif/\nfR7Zx3Ol+sp65hPbjo9eP5g5hzjiyZXndNu4PRi0rC8OfZQmTB2N+KW1N8jEHSNpvy96ouRxGbLS\ncmhm8n3p8rp0pm+uJwkIumNKMgkY1p4bWOrT+mol5ArZn3pRRn8SztYPScSTa8+RvOCIVFdez4Yv\n70+8Y7RTyHPPP+Xu4S5t7rTPhz3gHeOBhAlJeHgilwePD6B15XUImdYJD0/l4tmNlyi4W4SSx2VS\nbWkt6iuVVFnTQBTGujBzNpF09HVYfaUSbt2def6dQmSl5ZDqohraUKeCXE8GueK1+pOpLjWyMaRm\nziZ4cSsfMl2ZbMOwHdKzGy+ZobWB5NPPk8WvHwxDy0ZafenTchz78jSGL++Pkz9c4AojHTZ201C6\novcmceCDY2Lg9zF/2ovn3y7A4X+cFIHxfjzm0wi2os9mYR9gAyoj7MCiVN5Q20D9h/hIncb6M4dA\nW41OS66QwcrbQrqx/TZBG1Tqv4K/PTAUZhdj47Ad3MLTnMw5MalZtso1zBHXt2YQe38bLLg4ja4d\nuF36vc8mMSFxhAZXQN9cD0LiqCqq0TCcde5sj3euzaC/R21G1atqvHpQSDuN9kPfL3pq6AK0BKUU\nxnaG0qPTj1lTYJBUHGn/Osv7ftGT6BroaL3pDoG2MLTUx/kVVxExv9Fo9F5KFnSNdYWZs6ZakBAC\n1zbfEo8vPqEgwNVNt8TpZReJnrmeZO1tQTsM9CYBw33VlsoGfBdNV/fbCpcQRzAdJhImJvHQGcFw\n7GRHlbUNOL/iKjJ235UqXlYx5y72UuySXswryh1NJjI1pbXYOX0/us3pAufO9pAaOJm8N5792GUN\nP/vLZR65MJSau5gidFoQCZ0WxOqrlMg5+5ilJ2by3PNPye3k+zRjz11wSTRn+JmcgsoZZDoMTJcJ\nma5MyHUZZHpyIVfIICkltmHoDhjbGdIJiSNg59f20LjsaYVw6mL/xmhDGEVgfAd6ZWM6UhYfByGE\nfNf+N+ib6QkzFxNu5WWBwJEdmLmrKczdTGHqZAK5QoYn116wzaN2waa9JTdxMmZx30Q177OhToXK\ngipU5lfRiheVtCK/CqVPyqXinFKUPatknHMExfux4SsGwNjWUC2occ6xcfgOKWCoD3z6ebK0b84K\nuZ4c+uZ6mLhjBFkzIAEOnezwJtr86Z8u4tyvVxC7pDeCxvozABj2SyzZNHIn5pyYhGG/9Ke5F5/i\n9LKLZEv8bqFjpIPg8QEicGQH2rJOqMfcruzAB6kQbbqo/Dn+1sCQsecuDnyYhi4TOyJqcbhaJZ53\ntDtSl5yhnAsojBWYe2oy2zM3RayK2YKRqweiXa8/lIoIIdAz0xMvbxeQlp8DjQ974/AdUvmzCqaq\nl8B0GHLPPeXfd1hBnEMcEPtlbw1SShM8Il3ZvZRsKWRqo0VeyuLjwtDKAB1HdmgzEhNCEDYrGOd+\nvSJFzA9hAHBr113h1cddg8VZ/rwCu+cc4kXZJRjx+0By4tuzUvvYdiTsrc7k8aVn7OHpPOnc8isk\nZfEJamCpJ9n6WVP/oe2J7wAvdBzhK53+8SITHDJjWwNu5mJCV0ZvlooelTIzFxMeOiOY+g321igS\nE0Jg79spkomDEXq9143VVdZDapCgo6+D8QnD6cZhO+DcxR4tRUh0DXXQPrYd5Hpy+jKjQHovfVbz\nPjnnUFYpUVtej7ryOtRV1KO+UknqK5WkrrIez2+8xO2ke5Ap5GByCiNrQ742LoHJ9WTC2N6Iu4c7\ns06j/dAkh6dSqlBbWstaalYWZhfjzsEs5F14KkryynhtSS0DIbDtYCVZe1myVw+K4BbuzF/7QWgU\neLVE0rwUKXR6EDFzMaFnf72i5hkiV8hg7mLaXIX5Guza1gw8PJUHYztDacA3UVr3nTT/sGByRvu9\n9tiQGiQ0Cepae1tixIoB2D37IGw6WMOhVRKRc46d0w/w3AtP6PiE4XBpkXx2DLJDh8He0vYpyZhz\nYjJzC3OC2y4nyjnHjYRMXFmfzs/9chlW3ha8y6RA6hvnBd8BXjiwKJVD/Oerjn9bYLh/7JHOrT13\nMeTHfqLDQG+NCzBzNgWTU5TmlcHC3QyEEIxYMYBc3XQTO6fvR495ITxiQUhz3sHQ2oAXZhWzloEh\n/14htozaxS3czUjfz3vi1NILoqFOhch3w6i5qykurLwm/d5nEzNxMJbC54ewwFHqFvFdJnfEqugt\nTKWUUFdRj4w998iE7cPbtEdrQsAwX3L0i9PseUYBHAJskJ/5igePD1AzhEnfnikOf3aSOHW2w7s3\n3qJyhQyqugZ26OPjiHgnDN4xHmgaalcX1yDv4jP28ESudOyfp+m+hUeInpkeqa9QAhQofynoie/O\ni6Cx/nTkKl9YuJu1+UJc23xLPLv+ki68Mp0AgI6BDriKo6FOBYeOtoh8Nww7pu3HnFOTNaTsyp9X\nQNdIfS2fUgqFsaJx6tOSEJRfhSOfnpCyT+QyYzsjyPXlvDSvjI7bNozp6Mvx8vYrknfxKc0+nitd\n25zAmA4VxrZG3NBWnwkC7JmbIooflfCaklrGJQFrbwvJJdSRdJkUyOw72sDU0Rh15fXsp9A16DEv\nBOd+uUxrimvQFqELaJwG1pbXs/AFIVBWNyBl8QmmrFZCx6DtKknOOU58e453n92FXttyS+t9vX8k\nG/cPPyQzj4xvHtnxBnVvDu8YD/SYF8K3jN6N+een0qaRcX2VEmsGbJMkpURnpU5ES1JVE/p+1pP9\nFLoW1xMy0OS/SSlt8idhdRV1OPPzZXpq2UXp0CfHmWdPV8nIzpDVlv05uawt/G08hvrKeurd1xPe\nfds2tdUzVajy76pXsHWZFIjJe+NxafV1bJ+cLDXpBJo6GosmsVMAuLrpJtbFJaDTGH9M3htPix+V\nwNLTgvd8rxs5/OkJWHtbYOTKOPbOtZkIjO9AUpecFt91+I3vf/9Yc1GPlacF5AZy/uz6C+ycsZ97\nRLhILTPhbUHXUAd+g72l1CWneXVJLWpKaplrt0aB1or8KmwauYsfW3IaQ37qh4mJI5vFZf0G+YAQ\nwh+eUNeHNLDQR4c4Lwxe1pe9d+MtMv/CNDgG2VEqIwBvUnWW8bJn5aT8RWWbJKtXWcU49uVpMvy3\n/qQph0Epee1WXQkA6DG3K+wCrKXtkzWl0sqeVQh9S/03diaqehXO/HKZ/9p9HSoLqjD7+ETUltWJ\nuG+jqJmrKb+54w6YnMExyA495nYlU/bGs0+y52HyrlEkeHwAK8oqFVzJYepoLHp/2IPNPDIenzyc\nj5mHx7O+n/ekHeK8YOZkAkIIjn5xSjJxMJZ6vhMGKy8L6dzyK20SBjh/PQ38PFLoGujAyNoAZi4m\n/OrmW298lmlfnYHCWJf0fL8bGmoaSF2FemOrKa1F0oIjInZJb9G0+gVol+CPWBBCXUMdxJoBjdWU\nhQ+L8XPYWm5sZ4RZqX/Qr1tDz1SB/l/3FqlLzmitilUYKxDzaSTevTqTzTwyHoVZxaz0cTlkiv+c\nGv23BQardhb81b0i/n2HFWLbxL2i9LEms83E0Zjl3y7QmCc5dLTF/IvTaEluKVb22SxK8spg5mJC\ny59UgHOOxGn7eOrXZzFy1UBEfdI4RSm4XySsfSxJ6LQgyBUy6cKq6xxobHTh80LoezdnkSE/9qNF\nD4ulpZ1WYc2AbdLjy89g6WGOCyuviRe3CmjsEu1r5NoQMi2IvUjPp1c2pMPKy4LrGurg1u47Ynn4\neggh8M7VmVr9F737etALq9o2qQGA49+fF49O5yHqkwjIFDLMPDIe4fNCmLKqQdo5fT++9V6OX8PX\nS/sXHcOz641sv4Y6FbZPShK+A71Euz7q0uI6+nJUFlQ3/z8+YQSrzK9C6pLTaudRklMqmWsxgm1C\nVloOfg5dK65uuilGbxyCafvHshPfnRc2vlbCNcwJ7fq44f6RhxrPkzIKO38bhE4PgsJEV+ga6Qhj\neyMEDGsPSw9zrYrHT6+9wJ0DD9jYTUMYAMR9H81ubM9kNSXayT1HPj0JAwt9tWmg32Bv3E663+a9\nrq9S4trWDBH3XRSRK2QwsDIQeReeqm2zcfgOya27E28twMpVgrQuqiKEYNjyAYzJGF0ZvYmvid0m\nOo70xfiE4X+q7RAwrD2x9DAXu2cf1Ij6DXUqnF9xBSt6b5TW9t8GCPAec7twVd1/ToL826YS9gE2\nyrjvohXP0l/i/Iqr0m89NzIzV1Opz0c9mE9fTwCAY5AdeXr9pVbvSD0TBeacmsx2zz4kVsZsgVs3\nJ1r6rIL/ErZOyHRldHbaRLSkopY/r+TtYxs5CYOW9WWJk5MRNNa/2XiUMto8fC/OKcWldTewddxe\nMB1KGmoaSIeB3gKEEGVNA+R6sjd6LAKNCkAmTsb88rp04j/Ym2wZu0d6fuMljfs26o3GrVGfhOPH\nLmtY2bMKDWdpZY0S6wZtl2pL6+iMlHGwameBCyuvSUXZxSxorD+CxvozIQSKHpYg78JT9iA1R9o8\nejcjhAimQ8F0GB+8TJMRqWMg55UFVc3nxGQUk3aPpKv7bYNrmBN8+jU+j9In5Vr9L4tzSnHgg1T+\nMqOAhM3uTHq+E9ac5Hxw7BGZvCeeAIBHhCvN2HOvTS/QsmcVKM0ro6M3DsGOqfuI/xAfrT6TUoOE\nvfNSRKcx/sTUsfEZO3S0hZmziXRx9XXS5yN1abjq4hqk77iD8duGqekh+PT1pBdWXhOcc61Vrnvn\npwh7fxvhHu5CAMDS01x6fPm5zKdf4z04tuQ0akrq6NTkWA2TXi5xaDPt0dGXI2icPzn+7Tki1Uu4\nvfcecs8+4cb2RtzUyYSaOBhRIxtDGNkawsimUTZP10CnsUT7p350ZcwWPLv+AtbtLXFpzQ1k7L0n\nlT2tYKaOxjxwVAfqG+cFc9dGecFTP1z4/2byEQAcO9khfs0gVvmqGlc3ppOkBUcgV8h4pzF+1C3c\nBemJmW1KZVUVVCF0WhDhSgnZJ3PBZIz6xHpKA/8doyEVV1dWB/PXqxke4S6w8rKQ0r46g6G/xGrs\n38LdDAO+7sOiF0dg37tHyYNjj/Dg2CNyLyUbklKCQOMD1jXUEQpjXaFnpif0zfWEgZU+MbDQp3qm\nCqJnpoBTsD3N3HcfVzffglOwHd65OoO0tQzZBAMLfVh6mklXN90k0Ysjmt/WwofF2Dh0B7fytiST\n98Q3i5Z4RLqwGwm3Jd8BXs0MTKt2FrBqZ4EukwIZ5wI5Zx6ThIlJkOkxWv68UmMeq2uki+rCarXP\nrDwtEPtlL+ydl4JZqRNh7mqKipdV1KYFEai+SolTP1yQrm6+xdy6O+HdG2+Rlj1f8sIj3DnEUTgE\n2jIAcO7qgLqyOlZdXAMDLRoSdw9mCVNnE+4Z6cpcwpx48sIjmJIUr8Ffubj6Om+oVYl+X/ZUe3b9\nlvRiO6bsQ4+3u6oJ/OyefYi7hjkKlxBH9RoUXyvIdGQkKzUHTZ1RE0ofl+HRqcdk5uFxzQe39bOi\n+ZmvBADy5NoLXN14E5N2jyJtaD5ojBgA4O6hLJz8/nxjARgXsA+0JW7dnElJbiktfVKGp9ee87ry\neq6saUF6YgT6ZnrC0NqAyxSMbRyxUwghiIW7OQ8a409947xg6mj8fzr6/9sDQxOMrA3Q+4MeNGJB\nKO4eyqZnfr7EL6+9QRpqG8j536+i6lU1L8kt46VPymllQRWtK6+HTCGDXE/GdQ10OKFExrlApzH+\nTFsVXH2Vklm4/dH7jFw9kK2I3IiwWZ3bZL2V5JYiK/UR2g9oh6xjj/CajIOa0lqUPatAxfMKUv6y\nilQVVKGqsAaV+VUouFcIZVWD1FDTIOqrlExSSgQACrNK6Kq+W1WWnubMJdSRtI9tp+E41YSei7qz\npHmH0fuD7mByhsz997H/3WMieHyAiP40Qq2Apue7YVgeuZHVVdZDm2w4pQSPLz3jlh5mwjnEAWti\nt5G5pyfTlg1TYayr1f4saKw/Hp7M5dvG7yWzUieQmpJa4hBo2+gmteeuOPzpSaJvoYdp+0fDzs9G\n7cUsf1mJ3LNP6IzD45o/09GXw9LTnN9IuE3D54VoHC89MVMEDPdlADBqdRxdGrRaZO570KxdCTSO\nKk4vu0hHbxyi0ct7hLvAwEpfurIxnYS/3WjR9uJ2AZ5ee6HBUgUag6hPP0/p6qZb1Kevp7qA7KyD\nUoeBXrD2tmwOJtbelvTB0UeqhjqVLHFyMo9YEArHTnZaG6TQkmPIPpGLpPmHMWhpX5Gy+Ljo90UU\nPfL5SdgH2GLAH8umzea0QGNupOJFFQruFZKi7GJ2dUsGysrLiZmLCX/r2IS2Xdf+l/ivCQxNkOnK\nEDCsPfyGeNPVfbeK/DuFOP/bVW7nb01NXUyoW7gz7PysYdvBuqlXoOUvK+mv3dYheLw/ds7Yj3ln\np6rpC1YV1UBq4DBqkbE2czJBu2h3cfDDVDFt/xiNXqmmtBZbx+4RgfF+GPCvPmRz/C6+Y9o+TDsw\nluqb6UHfTA/2WgxCXoMJIbA6dhsXQsDS3Uz0/yaK5me+kj278VK6nXSfnPzhAmUyCj0zhcrUyYS5\ndHUgXjEesO9oA59oD8h0GH9w7BF9cvW5uL4lgwz8dwwChrXXGN2YuZjCwFJfun/4ocaqCtCYDLyy\nIZ0O/bU/vKLcUVNSK62M3sznnZtKm8hdeqYKUV2sfW4+YlUc/SVsnbTzrQOEMkLLn1dic/xuXv68\nAlGLI0jnFqstLZE07zD37OMmWjYsAPCK9iAPjj3i4fPUvRVLn5aj9Ek5DZ3eCUCjgW70PyLIoY/S\n4NnLtVnwZf97RyXHYDvi0QYBKmpxBDvw/jGETg+GXCHDnjmHpC6TOpK2nLR947zY3nkpHC3IQLkX\nnqAwq5iN2TRUbVtLT3PUltfRLWN2c0tPc3R/u2ubrbK1Y3juhSfYOXM/+n/dR/gP8SFHPj8pzN3N\nMCFxBDbH74ZcT4bus7to7IdS2izu6x3tgYurr0uDl/ZlVzakY2WfTdKs45PY/xvB4b+murIl6quU\n+C1yo9RQp0LA8PbCqp05mbB9BAZ+G43QaUFwCXFUGyqmfHJceES6SrFLesPMyVjaM/eQ1LIKL+/C\nExjZGIjWSayhP8eSwqxikpWmbnvHJY7EKfu4sZ0hH/CvPgQAxm4ZSstfVOLkv8//ucQwGgVMS/LK\nyNzTk0n+3UJSW1aHwFEdEPdtFJudNpEufrQAbx2dgOh/RMocAm1Fzrkn0uZRu/Avz1+xNGiVJEkS\n3TP3EDL23CNTkkYjYFjbJdTtYz3Z9W0ZWjNNmfsfQK4nl3xiPEApwfDfBjBLD3OsjNoiNa066Jkp\nSFtLW5RSTN03huVdeEoII9gwNBG2HazIottzaOfxAVp/U5xTimc3XtLoxREaQcM93JmUaCmhvnsg\nS5g5G0stmaidxwfA2M5QOvrFKQkA7h3OxvP0fBq/VtM9rAkd4rygYyCX0hMzxa09d1FVWM0i3w1r\nc3vXMEcoq5S0MLu4+bN97x6Vus3uzFs7b1l6mqOuvJ6+uldER64eSN+0bN0YGBr73WfXX2D7xGQR\ntThCdBrdmKRkMiqU1Uo4Bdtj3NZhOLX0Aq5saLsyjRHiOwAAIABJREFUF2h0T6uvVDK/IT6YvCee\nMh1GVkVv1qoX+b/Ff11gKM4txc9ha7mpozHeOjqB+A3xIcW5ZW1euUqpQu6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1nF2eIMzt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\nsjDIyMjoIAuDjIyMDv8DHg5KcRmEyd4AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7ff6485271d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from fealpy.mesh.simple_mesh_generator import triangle\n",
    "mesh = triangle([0, 1, 0, 1], 0.05, meshtype='tri')\n",
    "fig = plt.figure()\n",
    "axes = fig.gca()\n",
    "mesh.add_plot(axes)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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DDy89Qlme+g+/eVpcBk7MiyKjV4URn45eeCNyksqns/combXsCiGk9hW+vyGW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\n4oMX9zNq8jRqZoslQ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SyU4+g7Z1lBShHm/ztT0BW9AEBWfC78Pg6m+SlFotv0rnT4mkFi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\n4P8AcNCoF3eYWeMAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7efc93d334a8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from fealpy.mesh.simple_mesh_generator import unitcircledomainmesh\n",
    "mesh = unitcircledomainmesh(0.1, meshtype='polygon')\n",
    "fig = plt.figure()\n",
    "axes = fig.gca()\n",
    "mesh.add_plot(axes)\n",
    "plt.subplots_adjust(left=0, bottom=0, right=1, top=1, wspace=0, hspace=0)\n",
    "plt.savefig('/home/why/cpolygonmesh.pdf')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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SSrB/2gnewsOGTfhxBIBGZcjJZReQEZUFqiBQa9VSaaEUakuV1NhbMJuWVqSF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\nkguY2JhI3s4JISDVz2rBlAwuwY4wszOFX7Q3wmaF8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Sp1Eb3y7S3eUt1K55+YTgAwXZsO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8eWVBNaOMYNvgA1CaKHnEzBDWb013PDyVg9KHb2SH7m78cfRTNn79CPgN8mL42dhFz71WpLj8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lacm99ThgGAXZOO8ICpPijKKMX9o4/p4GVBpOxBpXAMtGeG5mqM/2qETPwyVfpP96ZCpz/B\nuYe5YMPNGHJy7QX2LLEAmTvuIjs2R6jNDYS5symDhCSMEjNHUzj0s+UZ2++SS5+kUJWxUhpZGXJr\nTyuFe5gz1OYGImtvNivPruSv681y6o9jcf/IY1FyuwzLz8wjtQUNpOpJjSJty63uVrb0GuUBcydT\nRbcMKe7Ni6KuuJH0CnGUg5YGsdeJEM/YcZdBgtQXNIgRm4Yy30leUJsasNjlZ+E62Il3NHbRP8ce\nwtxdU+A53B2O/nb8wfEc1mugE1petbKxnw8H13LsmnSUHog+wbt9uP7T9T9rBOVfKzJI/TmTLjw0\ngyhUChRcL8bdw4+Q/HWabChp4lTJ9Nw7CrTXdZAX14o4UzKd91gPMvKDcIXflL6UMArbvjYQWkGb\nyluEubMZnPrb4/iKc6Ktpk2uSVrEFEqGtVeWsOrndSRuw0Vu7myG+mI9xKOrVYMr/7whdV1cX1+S\nEkxB0VLVBikltB1aFFwvZo6B9tgSthtF6SVYnbgIUzePJQXXX8LAVMVDlwdDYaAQ3fDjV4+qpKmT\nKZnw9xHEZ0If2fyqhVY8robrICd2/oNksW3EfvHPPr+BUAJdhw67pxwVO8YfFle+vQGfCV5QGChE\nyk8Z4tKn1zDig/B/05xGvh3Kyu6+oocXnBbmTqaIenfIa90iR0NpE15mlSHvcgH6z/ZjeqtTiX0z\njonfh+3RbYvazx+cyOUGZgayubKFcJ1A06sWmv7nXTy/UoDG8mbY+9mio6mT7p95XA5ZM1AOXTOQ\nWntaiZLb5Rj1UQR9J2sltB06wrUC1p4WIuLtMGbp+tdooMpIhe6g+SjuiXx0+imNiZ/HDC0NqaZV\nI10GOGJdylJ0NHSS1J8yUfOillU8qpKLY2dh0ZFZzKaPFTRtWijUDBO/Hc16R7rJP0cfFJ3NnT2v\noe3UEfXrmub7j9+gvpO8yKk3LsidE44ItZkBy7v8QhxeGMdv/H4bi2JngRAi5u6ZCntfW/wevlfU\nFtTjwvtJYsSH4bKbfATos6Ipm8ew1J8yaUNpE44sipO+E/pIO19bXP4sBXcPPuSdTV1UCgGqoJA6\nSWb8NgFR7w2l/9po62rTUAtXcyzYP53e+C2Llj/8i7r+KO6pjHg7lCiNleLQvFNC26EHRZ/dmCid\n+jvI3kN7YeCiwB7VxuOzeXpghZbj7sGHdMR7Q9i8PdNoXUED7h542NOMKL5Vhuq8Wjbms+Fs9EcR\n7Nr3N4m2Q4uaZ3W0d3gvAED/Of2ImbMpzm68LLlWwMBEha42DS787QovuP4S1n0spUOAvXj/8Rv0\nrfQVihHvhxOplWTR4ZloKm/G4OXB7O3MlfTjF29h6cloErEhVGHuZMIfnHgiGkub2YPjuSCUsLcy\nVmD6r+OZjacVAmf50upndZQwAnsfGxhaqNFU1gyPYa6yra4dERsGk6DofvCMdEPhjRLZWNaMZaej\nycusMuoa6oxRH0WQpaeimdrUQJjYGkmqoAiY6Qu1qb7TrjBQQGgFondMISM/GIpjMfFI/+OO6DPS\nnb5IfSkufnKND9swWBhaqGFia4yVFxaQ+qJGeuP32/9VI+d/lmm21rQTIQT2zz4BpaFSqoyVQm1m\nAFN7E2rtaalwH+KCF6lFMDA2wJvXl5NuCQigH2W7+Ok1WLqawdzJlC+Pm8seHM+hab9kyqSvrxOh\nE7TvKA/c+O02HP1t4TzAEWuTl9Btw/cJSFBrL0ucez8JOWfzpEM/OxG1cQjL2pvN5+2eyq79kE4O\nzTslDcwM4B7mQpiSIfWnTBn13hAydM3Anj3oM1BXBgB9x3jQ23uzue8EL1aSVSZcgvSw18nfjyFP\nL+ZLrhXkZVa5dA5yIAPmBxDfSV64+PFVnamdsSJwth8tziiV+deKeOaOe4ypGL214x5RGqvQUd+B\nlB8z9C8oJSQAEOBlZhm187MV26L2i9bqNqpp00JpqIDSUClURkqhNFLSrmYNZUoKQ0tDMmR1iELX\npcfK6bp0SP0xA1IINL9q4dV5tWitbqMdjZ1EcAGFgQKmDiaIek8fkF0GOMhuEvqtXfeFgZEKXCeo\nbR9ruXXYXvSb6i2nbB5LmILC0FJNW6vbZFVeLTn/fjKZ9ss4WPYyh8pYCW2HTgBgpvYmCJrnT65+\nkwaAwGWAI3EJ+WukVduhhdJAAUoJZv4+kcUuPSP+GHVQrL8RQ5VqBXRdnKhejzVSSjHmk0hEvTeU\nxG9KRM7ZPFQ9qaV2Ptb8nVsrqNpMDcEFMTRXY+7eaSzxy1S+fcR+CCFpVW4Nzn+QDMoIqJKBKfS/\nlUYKuT1qPwEh5FlSgXySkA/XQU580JL+rPcwVxRnluLix9egNjPAydXnEb5+MKI2DvmX/euIuZMp\nrNwtELIwQB6Picf6GzGks6kTjSVNNDQmGEPXDmK/D9vLj604JyZ/N4q+SCkmqxIW9KSN/Wf5QWmg\nwJm3LxFdp04amBkQpqLCZ7wXBYBpv46np9cloM+o3rDsZY6z71zmQ9aEEDMHExoU3Q8pm9N5+vY7\ntL2+g3SL3SklmP7LeLp7ylEAQPmDSpxcc0EamKiwLmUpTGyNyY/9/8Dz5EJ4j/XEhQ+v8IFL+hO3\nUBcatmoAjq86JzfcjCFqUwM4+tvB0d8ObmEurDijTCgMGaw9rGRbTbvYPuogC39joBi4pD+197OF\n2lwt7x95TFxDXXByzXmM/WI4QhYFkh8D/xT3Dj/CoKVBpK6oAVe+SSNzdkwmTgH2MHMw5dmxj2n4\nusHkzIaL0sTOGKsvLSK/DdktLn50hU99PfrJVBTaTj31JGxlCJz6O+Do4jPExM4YLdVthAA0bFUI\nOpo6UZRRirK7r2DqYEKqntT8V7HrfxY0uYbD1MFErE1aTI1tjHqcD7vXj8F/8onfjKK3dt4XiV+l\n9szIAnp2o9JQKUZ/Esni1l9kKiMlBi8PJs7Bjtg38xiMLAxhYKLiBWkvcT/2MW2raSeUESgMFESn\n4ajKrYWuXScWHJpJ3cNc2N1DD6E2M4BLiBOWHJ9DhRC4+u1NZO2+D64VmLJ5DBkwP6Bnb9oOLV6k\nFrNVlxcBAEZ+GI5fQ3ezlqpWVOZW07BVIehq1eDwgtNCSlADU5XUtGqIg58tD10RzF4bw9HGsma4\nhbrALdSFDN84hJXee4XYZWeJrksHTYcGhTdL9GLKnmOYhK5TBxACt1AXau9jA/t+trD3te2mQdGW\nqla6d9oxaeZsKjStGlL7op44BznApo+eyp3yYwYMLQ2lQs1Er0FOZNSHw/TOg0JgW+R+bupgQhtK\nmvB7+F6+LG4ucwp0YIU3S3RVT2sUmTvv0WWno3FgzkmMeD+cha0Owbn3EuWPgX/I0Z9EUBM7Y1Kd\nVyvuHnqEgBm+PSJ9A2MVdF06qcfopYusPfeJrotjzs7JuPpdOn4K3iGm/TSW9h3tCU27Dgq1QgL6\n2vW8vdPogeiT4s8xB/m6lGVM16XryTQAoK6wAQkfXRGld19RpqRQqpXgWkG1nRxqM0AKSfQSIonG\n0iYCoqf+aNq1OtHcBcGF/kerb7gIrWC6Th1MHE3kvD3TSDeYpfv1zr+fLPpN9SbPkl6QBQdn4sTK\ncyi/XyHmH5hOpQC0HVpi+nrCacI/RpL8a0U84eOrcA5yYGZOplxlpCcmvXFlCdsydLf4c+whOPSz\nlZp2LSm996oHOGLmbIrIjWG4+MlVojJRwWO4e8+Rw2esJ9xCncXpdQkInu9Pu5q72LD1oT3XZNxX\nUezU2gQYmKiEUq2gQv8FiaayJli4mIm6ggZ6eMFpDFzSn4z7IqrnvQ1ZO5AkfHxVGtsYkfriRrbk\nxBwA+tJO3uUCceHDK5i9fRIDgNwLzxG/8TI8h7uDMMIHzA9goTHBLOdcHq59ly7Tfr2F4PkB3DPS\njd7adU+k/pxJ/Kf5YNCSIAIAE/85kp7blAzfSX1xYvV54Rnljr6j9QZu4esHsWvfp0uXQc7ISyog\nqy8tIgoVQ8y5+Wz7iAPSZaCTHDA/gCjUCrTX/YXocx3kjA3pMWTnhCO8q7mLqcxU+DHoD6nr0BFj\nW2Np7WHJzZ3NWHl25f9NcXvgbL+uttp2xfYR+8XKCwtod00TAO4fewyu4az/7H7wCHdl20cewID5\nAeg10AmdLV24/sstMn3LeOY53A3aDh0ay5ph4WKGy5+ncPdhrvRleikJWzmAdQtkpZSoL27EqTcS\nUPW0GhQM474aQd1fT0zUFTUIMweTnoey4nE17h58CKWhUtr0MSWJX6TKpwn5Ytov45iJrTHyU4qh\nNldze299c8jUzgSWrub81q77tKOpi9j72mDXxCOSUCL9p3mjraadR20aoji8II4U3CgRc3dPpWZO\nprTsfoUAQNsbOpD09+s899wz5jLQCeXZlWAKiv6z/BCyKLDnuiR8dAVtdR2io6ETDn62ZMCCgH+7\n+fUvG7F32jFp72sjLN0tWGNJEwdALn+RIhcdmcU6mjqRueOujN41lTAlZUeXnsWQ1SEwsjRE3IZL\nkms5nX9gOiGE4PwHydgauVeGxgwgHfUd7OTaC8JvkhdxCXYkZo4m/EVqMQuNCcbaK0vpo9NP5OXP\nUyAB2dXURe18bXoE/QCgMlFB18XJ2Y2J/FniCzr/wAxyZOFp9JvsDZ/xXiRrz32cXHMBDgH2wtLV\njP6rTlJhoMDi2Nl0z9RYsWvSEa7r0jG1uQGeXy3Ela/TeH1xI/OZ4CW9x3miJKtcrr8ZQ2KXnhE7\nxhyky07PJUIn0NnUif0zj3OFoYKuu7oU+2Yel66DnRRhK0P+7ZnsbO7EzwN3Sgmgq6mL3NiSJebt\nnfZvJazaF/VkzKeRpDijRHANp2uvLMGh+afI1mH7+LRfxzGlWoF/9b1aeiqabYvcJ/OvFsJlgCM7\n/2Eyyu5V8JaqVtLZ1EUpI6jJryexy84K/H+XBAijtLOxEzln8/A0Ib9nzNLMyYRVPK4i1Xm16DfV\nG88SX6C9oRPt9e1orWrjCgPGhE7Q73y2Sk27lhBKYGRtKHWden8czgWy9mTjwYlcYWipFtYeVope\nAx2h7dTJo4vjSPB8f25iY9RzD5ecmM1+D98rH8U9RXFGKc+Jz6MT/zmKBM3pR38O2cEteunHU/2n\n+sB/qg8ru/cKFz+9hsrcaj3aTkXRWtOGM+9cgomNfjBDbWYgdk04TDXtWkTvnELb6tphYKpC8Dx/\nJP8jTcYuOYPwdYOkXV/9sISFsxlmbZtITq29AHs/WygNFPokovtySYmimyXobOpkzICBd+owcEkQ\nGfv5cDAFJVJKxb6Zx4XazOD/ZtBUGSrk9EMz2OXPU/gfYw7J+funkd5D9RrE1B8zedS7Q6hCxYil\nmwUGLAjA6fUX5fq05SR92x1hYmsk/SZ4MQAwsTXiL7PKWF2BEaryaummB2vIufeS5IWPrsqV5/XF\n8oLrLxG3/iKMrA0FIYT5TuyD4yvi8eb15TC1M0Ztfr2w6WOlAICijFLELjmDwSuCUfGoStj52LCl\np8LIkUVx+C18LyZ/N1o+Ppsneke4/ltmHLYqhF38+CoMTFVy58QjsPG0FEtOzGHn308GU1I4+ttj\n491V9PDCOL4tah98xvVBZ3OXuHf4EUn8+3Vi6WqOdSnLkLI5HR4Rrtx7rCdN+vt1GbzAn1JK0d7Q\ngQcnn2DRkZm0MrcaV7+/KfvP8QNT6rdR/awW+2Ych8dwN8z5YzLbPfmo6DPCnQ6OCSa/DNqFkjvl\nSPkxQ/Qa6NQzXmbubMpvbr1NLN0s6POkArImcXGPLGTW1ons8ZmnMv69JOg0OgJG5PQt4wkA9Bnu\nzp5ezOehMcGMUoKgOf2I53B3bB+xnzAlRe2LevZr6C5h1dtC2nnbEG2njnY0drIXKUViXcoy0lTW\nDJWxSgCgTEExdM1A4j/VGxc+vCJzzubBys1CcefgQyhUDAoDBmagQPi6QfT8B8nQdmpxdHGc0LTr\naGhMMBkcEwzBBdsasQ8LD80gKkMllp6IZmc2Xpa7Jh0B1wnsnXFM+k3si0nfjSZKtQLjvowilz67\nJgbHBNN/hUiceiNBOAc7yoaiRhq6agBJ33aHHIs5K+btnU4BoPxhJXQaHXEe4Ain/g4kJz6Pz9gy\nga1JXExOv5mAQ/NPSbWZGi9Si0lDSRPqixpEzfM6KYmkXS1dKEovhfsQF13gLF/mMsCRMBXDwbmn\npLmTqQSBXJO4mHXXsIUQOBh9ktcXNUquVsjpv46nDv1sUVfYQOsKG2jV0xpRnFFGuE4g/2qRKM4o\nFUojJVGbGTC1uZrpQScEoz+OJMHz/Luzc/LbsL3c2sOS1RU2iHeyVtHagnpalVtDXz2q5E8u5JOu\nli5KKcGD47ns4cknklACQgBCiaQKSs5tSoTCUEHWpSwjFi76QKlp11KLXn/VtgGgq12LrhZNDzPU\n0EwNCxcz0VbbLl49rEJHYyfRdepoV6sGUkr6x6iDEHoX19cTBaBKQwUexz0R7bXtCFkUCId+dvAe\n44lBy4JwZFEc/Cb1BdfoGdcNJU04u/GyqMypJmM+jSTJX6fJMZ9GkuRv0lBXUC8WHJpB7+x/KKuf\n1WHY+kH4b9b/tHtOGcXEb0Yxa09LcXTxGTL+qxFQW6jR1aphAxb8dRwe91UUci88l0l/T5XZsTl0\n4b90PR0C7FlBajEvf1BJByzwJyojFab+NJb8FLwDOWfz8PxqEX92+QWLeDsULiFO7MTKc2LW1kl0\n74xj4lhMPFbEz6P1RY3UZ3wf5CW+wOl1CRjxQTiGrhmInROPwMjKEIbmaqw8v4A9OJGL8x8kEW2H\njpm7mPId4w6BGTCmMlJBaaSXhmjaNMQ3qq+YvU1/jOFaDqZiBNBDbJedjGaZO+/hyrc3ACkVyd+k\niSk/jCYB030ZAJTcLudRm4aywFl+SN92R17+LAUTvxmF0+sShFuos3QLdWFuoS5I25IlH5zMRciC\nQFJ2vwKH5p1C4Gw/OemfowgANFe2Sns/W2pkaYiA6T4ybv1FtNW203WpywDoLSQm/GMki112BgBB\n/9l+eH61EHU763ltfj0aSptpa3UbkZCglEJoBLm59Q4i3wrF4JhgbB95gOk0+tHOusIGHJp/ShpZ\nGQpth5YtPDgTLVWttOJRFWqe18mKnLqwphYAACAASURBVGrJtZwsPDyTmjmYoCi9BAam+qDZfR9N\n7IzRa7ATKbjxEk2vWpC16x6XgBRcQOgkJBeEKihRKBkdvDyYDFkdAqWhkgJ6gb/P+D5wH9Kr54ts\n0jejSE1erax6WkMsnM3IyA/DWXcG6D/dB9d/ySRJX13H+K9GAAAqcqpQnFlG37i6BGffucw7GjvZ\nayoOYpefFfP3Tae392bDY5jexC1s5QByYs0FJoSEykiJeXunsS1D9siWihZy+s0EYWJjJE0dTahN\nH2uqMlHhRUoxJBcIWx2i8HxdZ7xz8CFM7Y1FTPw8tn/mcfHn6IN87ZUljFBgz5RY3l7fQVdfXkSO\nrzyHktvl0mtkb2JqbwKXECecXHNeqs0NBCEEYz8fTgNn/gXYjdtwUTr628vAWb405ft0+IzvA7Wp\nAdrq2tFU3syWnYrG4QWncemza3L6L+OJc38HDFig10Aei4mXBWkvSfgbA2XgLD/CtRxCJ9Ba3UZO\nrrkAANC262jchoticexsylQUmjZtTwAtuF6MhE+u8pbKNha6IpjcOfBQjtg0lFz99gZ8J3n1eJMD\nwLEV8bzoZgm19baRK8/Np4A+W+Rajh/7/ykIIVRKwuqKGvjuKbFMoWLSvJeZ8BrhzkwdTMSDk7nU\n3teW3NiaJdJ+uUVdBzvjvftriMpYheRvbsAtzAXrri7FkUVx+GXQLtHR0EHn7plG6gsb/uOYBfwP\nu+f/ukJjBtA5O6fg8pepOPfuZeE9xkMWZ5YhJz4P9448QuaOe+gV4kjvHnxEQYh8fPopsvbeR9m9\nV/AZ74mc+Gesra5d9g7vheRv0nAsJl4SSuTpNy+iMqcKb95YjogNoXh06gl3CrInALDk+GzaWNKE\nq9+ni+bKVtpU3iJPr0vApG9HY+iagQCAzuYuYmJnDAC4tfsekr9OE9oOHSABtamaBcz0ZV4jPeDY\nz1YaWxtxXReH4BK1z+tk3esbI7T6biugfyAKb7zEo9NPhBD6pouui9PHcXmivbETOo0OLdVtzCPC\nDZQSTNk8hmYfz0XJnXK8zCqnE74e2RMUIt8Jo9e+S0d+ShEORJ9E2OoQdAdMAOhs6mTdfjGjP4kg\nLVWtRKfh2B61H393/QV/d/kZRxbHQQqAKgieXsoXD47n8ObKVuY8wJGN/iSCbEiPwcj3w2HlbiGm\n/TyO3Nn/QP7Y/w/xmhEpSu+UIy/xBXaMOwSXgU548/oyZtXbkpfdeyX7z/LD+K9GYMbvE4m2XUt6\nh7uKuPUXOQDUFzVKEzvjnvfSUNKEXZOOiswd98AUFKaOptLKw5JsuBGjeDtjpWLj7VWKtzJXMEIA\nhaFCGlkbEaWhfjTy7uFHaCprZhP+MYJ1X+Oc+Dz8OngX2mrbBdcJ1BU14rfwvTj3XiJvKm8GpQST\n/jmK3I99LLta9VYhp95I4AOXBHLr3pawcDFDQ3EjLFzMsPLCAlKeXUlil58VLzPLuN/kvj3ukYRA\nlmdXAAAeHM+VLZUthKkYdF2cTvx2FFtybA6Z+PVI8C4O/2nefOwXUfLY8niU3NV7yhdcL+YuAxyZ\n2tQAy8/MowoDRraP3M//GHWQa9q0dNXFhcTE1hgekW49eMCuNg0ORp8U3dbQ/Wf70owdd3uO9m11\n7Xh6KZ9M/GYkDVsxAL0jXMXhBaeltkOLtF9vwdHfjps5mGDaL+No7rlnpKG0qedzKIRAcUYpfMb3\nQfbxXFi6mcPWyxqm9iZI+PiqtOljxSmjcsmx2YAEfg7ZIR6cfAKmoii5U47fwvfwYyvOwX+aD3n3\n3mpIIamJjRFCVwQjYkOoiHvzIhdCv9VXj6pQkFrM5u+fTqpyq6mmXX8fCCHI2n0fKmMVWRY3F61V\nrYjaFM4+zt+AxcdnE/+p3rQ4o4zXPK+jgguU369gt3bex/wDM7A4djZVvT4pEQIILmHubIa5e6fR\ntpp2qjYzkH2i3P+TEPVv6/8XQRMAzJ3NYOVuIblO0vxrRfLcpiR+9dubulu77vOc+Gfi1aPq1/7F\ngrRUt+ruHXokDi+Mw9m3LwNSorOpi8ZvTJJl9yu4nY+tHPv5cGrhaib7jOjNzB1NwXUCTy48Z+Hr\nBvdkfUtOzKa399ynXMOR8ecdMvvPyQiK7tezJ02rhrzMKsPmwD/Eza135OhPIoilqznvP8cP9UUN\n6DfVG8PfCcOYz4YTUwcTZu5sKt/LXgun/g74Y/RBHF16RmjatVCoGPJTivDH6IPi+Mpz0inYgToF\n2MuwlQPk6ksLwbVc/jJwJ/bNOA5DS7VUqBVob+iArZcVnIMd+MG5J6VbqLMozijF1e9uIO6ti3iW\nWABth5YcWx6PyI1hGLFpaM++G181g2s4LN3M0VLVij1TYqWpvYkgDJi8eSw2PVyLz8s24s2UZSAE\niHp3qNR26Ki5sxmJ3jkFYz6JRMA0H1g4m+Hx2TweMNOH+E3qi3eyVpLId8JIwsdXoOvS0fj3knB6\nXQLGfRmF2dsmEUopgqL7sQcnc3skHde+u8mtPa149M4pVNfF6bUfbqI6r5Zbe1gSKSXuH30st488\nAFM7Y0z7eRylSoZ5e6aSwhsl9F99meI2XJJWbhboN9mbPL3wnAN6yVjy19fl5O9Hw8jSEBWPq7Bz\n/GFx4W9XZOTGMCyLm8soo2AqJkf9LRxVebX4fdhenH3nMrfqbQnHfnby7MbL8v6xx2iraWcRb4Wy\nK9/ewIvUYppz7hm2Re0X5z9M1jkFOeBZYgFtqmhhVu5/HUNt+1rLJxeei5I75Uj4+CrxHtsHdt42\nfPTHEfLokrMoyigBAFQ/r9P1GujEBi3pT0Z+EC4Ozz8lXz2uQklWOfOf5gMAePWoEmoLNWmpaGU1\nz+qYZ5QbmspbIKVE4ExfVD2tYa217dgzJVa01XfIDTdjmKG5GlGbhurJSK/nrM+8dUm4h/Xi3ZDt\n6F1TqNAJcfady/zppRd84GI9As+5vwP8pnjz4yviezycsmNzoDBUYPqW8ehq7kJh2ku013dgz9RY\naWihFjHn5jGqoFCbGWBZ3Fw6bP1gnP8gCVwrELvsLPpN8ybv3V+Dke+HU5WxCvcOP5JjPoskhBAM\nXTeIUiWjV765ASklEj66IrzH9ZHuQ3rB2tNKpHarRABk7rzPR2waSux9bBC+frA4sfIcB9HvOWJD\nKBmwMIAZWqiFlHrPoK7WLnr34APZ7bgJACCA5AINpU3YO/2Y9IxyF7pOjuzYnP96bvx/PhHUWNaM\nK9+k8bzEAuY53A3WHha8q1VLFh+d1ZOJdLVq8PPAHXL6r+OQ9msWLFzMFQv262G/WXuzcenTa1AZ\nKwECEjzPnwXO9AVlFMbWRuTM25fkmM8iyctbZaBKKjyG/XU8KL9fCRAiKSNE18lxfMU5KA0VUBmr\npIGJSrbVtdPnyYVyzCeRJHC2H+EaHS787Qob9bdh4BrOT6w8h1UJC5kQArf3ZovJ342mJjZGmPrj\nWDZkTQjOv5+E0rsVIIyw3PPPZeBsPzr280goVAr8PHCHcPC3Y3beNlgcO5vlnn+Gk2suAATkx4Dt\n+g0SAqETjCkpyu5VkKbyFmFsYyRNHYzh2M+WlmdXEGMbQ9zYcku2VrWScV9GgVKK/CuFsHA1F3WF\nDXTfzONw9LcTC4/MZBl/3hWXP7sGv3trKKUUyd+kyT4je4uhawcynwl9cHLNBfwcslNE75xC3Yf0\nghACDcWNzGe8XmTNlAxuQ3oR34l9xYNjOVSnaYFLsKNwDnLouaaDlgbh2vfptKGkCVzL8SjuKVuT\ntAhKQyVm/j6BxC6Ph4mNEe0f3Q+HF5zm5dmVdMaW8fCb1JfGLj8r+472EHbeNqzf5L781LoErEpY\nyCqf1OB5ciFZfXkRkUJi18Qj3aR44ehvD/dwV3LmrUv8ScJz5jOhD1lxfj5RqBSoeFwFpVqBYesH\nk5vb7sh3bq1kjWXNiH83EVsj98Hex4Y8v1JICm+WCEMLNd0StluaO5lJMwcTYuttA/8pfWldYQNt\nKGkCUzPwTo79s0/CwFQlbPtaw8LVnD44mSuzY3MwbP1gKAwYGsuaERoTTEAgjy45SxYcnI72unbW\nbck7ZHUI1XZoxf5Zx4m2U4uMP++IuA0XIbSCGtkYQdOuhYm9EV5mlonsozmUKinxGdeHK5SMbY/a\nD0s3c7n2/HzWXYtVGang0M9W3DnwUIauCGbFmWV0bdLins8XpRQx8fPZb0N3Q9fJ0XtYr55/G/tZ\nJNsSthu5F56j3+S+yNhxj4cuD6aMUfQd44GUzRmio6mTqM0NxIrXr0kZldpOHaGUwNjGSG9XLAGu\nEbi14x7NOZOnc+rvoNB26WBsbYRunoNCxTDjtwnkyKI42PnYoPZFPVl6KpoAwNC1A2nSP67zsZ9H\nsUenn4BrOAuYqTdAi1g/mD6OeyrPbUqSXiN6k8QvU7m2U8dGfTiMCC5w5+BDMfP3ifTiJ1fFj8E7\n6IAFAWTs55EghMi6okaS8NEVuA/pJaN3TqFPLuXjzIZLCFn4V+nvP1n/s6DZ0dRFL3+Rwu8eesQc\nA+zI+hvLYeFsRkrulLMji+KkEKJn5C122RnuFGCP/nP6MWsPKxycexJD1oTAspc57h99zActC6LZ\nx3JI4ExfJH11XaT+lEHGfzWC9B3jCSMrQ6T8kI6WyjbuHKz/cD8+8xRJX6dxXaeOmdgZk8bSJgxc\n2h8jNg1F06sWtFS2khu/ZUmmpAiK7ieD5+kxZBl/ZMPS1VyYOZrScV+NYL8N2Y38lCJUPKqCylhF\nfCf1hRACOWfykP7HHV5X0KCnMhHAqreFGP3xMNYNcOho7GL2fnrISO75Z4h/NxFqcwPpP81bTP5u\njN4462ohTq4+DykBaw9LsfLiwh5P7YrcamTte4D1aTEou/eKJHx8VT469YeMfCeUvnpYBUIJ2TXp\nCAKm+8gpP+g72UPXDqLPkwvFwXmnxPK4aFqcXoq5e6YyALBys8CqhAU0Y8ddcWRRHHwnekmvUR5E\naaSUZg4m5Pa+bJm1L1s2l7dQS3cLAqpH3SmNlXo4bYA9j9o0lPUO7wVLV3P+5MJzWpxRKtzCXEg3\nKs4jwg3eYzz400svWNqWTDgFOOCd2yuJ2kxPQCrPrhSTvtVDQEZ9HMF+G7oHJXdf4cyGi3zQsv6k\nu4uqNFSI9O136MusMhqyIEBuCdsNG09LrEtdBste5j0lig698ZqM2BBK7h1+JNK2ZJFRfxtGV55f\nwOoKG/RCbw0nkKB2g615xIaJrNdAJ7Jv5nHuOtiJdZP7jyyOE+YOpqSluo2svrQQLZWt9Flyoci7\nlC81LRpi4Womot4dQtP/vAvJ9cfP0OXBBIA8svgM0XXqyLPkQqT8mIG6gnreXtcBoRVQKBWwcrOQ\nke8MYbZeVvgtfC+cgx1BKZErzs1nQgjkXy3Crd33KecC2mYdGl42kV0TjnC3IS4sYKYfnAPtMfKD\ncHosJh6ld8t5v6nesPa0ZFV5tSi6WYJniS946b0Khtd+57+F74WNhyUfum4QC5jhg9EfR8iEj65I\n5wEOtLGkiQXN80dncycgJal4XEWokmHcV1E9QZowAp1eJy2zjz0ms7ZOwpm3L4NQiuEbh0gTO2PF\ni9RiXpj2kvEuTr732wYTO2Nh4WImrXpbELW5AT3/fhIGLQsmqtclFt+JXrjwYTIryihByuYMPmz9\nIKp43QcQOoHAWX4k7ZdMPD6Th1F/G0YHLQ2CUq0g9489htAJOPrbYUX8fFZwvRgJH1+VD0/mSikk\njVt/Eb6TvOTsbZMoAPhN8MLDiFyRtSebYud/Hrv+Z0HzacJzlaGlWiw/OxfOgX9lKr0GOkFlrML9\nozkYuCgQTy7lo/xBFVuftrzHFtRvijc/tjweK87NY3WFDWzunqkgjPCi9BJserSWpW7OwNm3L0tz\nFzPpNcqD3jn4SHCtjg1dOwi/DNrJu1o0LGrTUDpgQQB+GrADQ1aHIPtYjpj87WhqbG2EouYuVD2p\nodN+Hof4d5No2KoQmDmY4PGZPN5/lh8FAFM7Ywx/d4g4926i5FpOwlaF0BMrz8nizFLJFJSELOlP\nzBxNkfyP6/LNtOUkbl0C+WXQLrHw8ExqaKGG4AJGVoY4tS6BP79SSCd+M4q8SCkiui79aelFajFO\nrj6PoHn+eHL+mWgsb0bmjrsi/I1BFABSN2dI77GeQmWkZB4Rbnjz+nKSe+4ZSfwiRXa1aojQCeI8\nwBFeozxIU0ULzB1NQSlB9M4pdGvEPhxfeQ4KtQLuQ//KPCijGLwsmNp4WCHurUsk9/xzKNSM/BT8\nJ0zsjUXQXH827M1BiFt/SaiMlKh6WsOm/jCGGpiqcOnzVHp8Rbw0sTeWVu6WLH37HWg7dWzpyTl4\nFPcUJbfL+Mtb5aSuqEF/ZFYopLWnJeOvyeLNla3oaOhgHpH6JomZgwnCVg4QRxfHgSooG7Ep/HWT\nQMDSzRzXt9wC7+J4eOoJBizwh42nFcs5mwdNqwZdbVpoWjWoeVEHTZsGLTVtmP3HZLZ/9gkEz/OH\nlbsFzF1MoW3XSmNbI6lp0ZCwVSGs10An/V5etRCb1773yV9fR9m9Cro2eTH2TDvGa/Lrmd9EL3hE\nuFF7XxuZ9Pfrsqm8hT5LLgBT6Gf9u1efKHdy5es0CQmS8ccdeI/15CELA5mttw00rRqcez9JTNms\n/0LbMe4Q94hwhXOQA8tLfKG/H5TCe4wnbm67IyklxGmAIx/10TBWcrtcFlx/ye8dPs4IAUxsjXVC\nCEVVbg1jSia+894KANLU0UR4DHNloz+NxMG5p8BUDBP/OQp1BQ0k6atUeenTa3Ad7AwAZM/kWNj0\nsRKn30xA+f0KatHLTEpIojRS4PQbCVAYKITPxD4UgIx/N1Fq2rRYET8fDv3s8CjuKW9+1cKu/5JJ\nZm2bhNnbJ7GdEw4Lr9EexCvKnVTk1tCa53WozK1Ge10HCCW4vS8b1Xk1vP/sfqzvaA8EzfXn5zcl\nk9badhY01x9PL+Xj4clc/iK1mBmYGAjBJWUKisrcajCVPlwolOzfrrfncHe8cWUJ2THuEBrLWsC1\nHE/OPSPfJBZAaaiQSrUC3XYv/836nwVNwig6GjrpoehTstcgJ4z82zDi2M8OhBAMXNJfZu2+L4Ki\n/dj595LEuM+HE3Mn0553Ou6L4WxL2G6cWH0elm7mwsrNgka+Fcp+PfIYlbk1GPnhMERuDCOXPk1B\nduxjaNq0VKFmyNxxD5Fvh5LBy4OhMlKSovQSUErE6I8j6MOTT8i9I4/gN7kvTq65gPD1gxEw3ReZ\nO+/xa9/dxJQfx7KGl43Md+Jf88ChMcH05tbb0HbqkPbrLXiN9hBzd09lbkN6gRCQ7SMPiKDoftTM\n3gRLTkbTG79liQOzT8A52BEqI6XcGrkPalMDbLi5nJja6bvKui4ditJLcHxFPMZ8GgkTO2PkXykU\nU38ap4hdegZ9R3vA1ssaJbfL5Zwdk//y1altR83zWqHt4lRPxRHQdmh5wkdXaXtdOwEApZFSKg2V\nQqFmtCC1mFj0MifHlsfrml61kLaaNtre2EmkTkBpqJRMSaHT6IjkEmuvLoGNhxUDgJdZZci/VsTe\nyojBznGHefWzOuY1sjdm/Dqe8B/HImVzOrm9Pxu6Dh2ETuJg9EkYWRly277WNHhBAEn7NVNo2rTU\nb7IPaSpr5r8M3MnsfGy4ubMZs/W2EbUv6ml1Xi0qc6rFy6xyaDu0VHCJ73y2QugECCWQQlIQgCkp\nVMYqPE8uFEU3SqAwVEqVoQJKI6VUqBWozqtVGNsYkS2hu2HnY8Nt+ljS8+8niZnbJrKd4w9zcxdz\nsv76cnLnwEOcXHMeG27EwMjKEK217dTB3w4PTuTi9r4HWH5mHsydzWDhYkYrHldJv4leRNOuRdI/\n0sjYz4eDECJPr0vAoGVBRL72r7q2OR2ZO+6BUL1aXdepg7GtMRm4NAhMQdFU3gxth97iOWtfNhpe\nNrHFsbORfSwHUsgeSHT28RxUPamhc/dMw7HlZ1mvgU5wC3UhERtCmZQSdYUNuHvwoeLuwYdgKobG\n8mY6/+B0uIf16hkYuXvooVQZKYVVbwtSdr9CTvpmFIvaNBQvM0tx58AD3tXSxZiSoaOhg/pN8eYT\nEkai6kkNSfwyVWg7tPTd+2tQmPaS3tp1n3e1dDGFgQJvXFuKbiaAz7g+LPXnTN2k70YrTr+ZgOhd\nU2HnY0Or82p1I94bqnAJcULp3Vd6AzsrtTR3MhUzf5/I0rffYde+v8nPbUpiJvbGtK2mnTAVwy+D\ndsLA1IC7D+lFV15YiFcPKumN37PEgoMz6JFFcdgasY/HxM9nzEAB8S8U9lt77iN1c4a09rCUgbNc\nSMntch5zdh5rq21HW10Haa9rx+192aS+6K9a+X+y/mdB08BUJZmSYepPY8mjU0/4nimxzNBSzftN\n8WYD5vvTG1tu4eiSM8KqtwVCFgf2XJhu/uegZUHI2pONkR/qyUEmtsYYsCCAn3svEWuTljCFSoEp\nP4whAxcHYuekI+Aajglfj5QhCwJ7stqHJ59wpyB7ShlF+LpBuLn1Ns+/VgQTe2NEbRzCAGDWtkns\nj1EHYeZsCiMrQ2nTx4o0ljXj3uFH4u6hh7TbGdPcxUyGLAxk7kN7gRCC51cL0VzRSsZ+EQVA383r\nN6UvrS9qwEN9x5GoiAq+E/uwhpdNMLYxgkKtQNn9Cnp0yRmM+HAYBi8Pxu39D6AyVsFjmCu8x3nK\n4yvPyVF/G0allNR9aC+UP6xE+rbb/HlyITN3NpPadg2oksHQUi29RnmQke+HE6lvlKG5ooU0vWph\nxemlyNp7H51NXdLEwVjhOtgJNl7WsPOxgbmzKToaOsn2EQdk0Ox+8lnSC/nweC5GfRRBuU5Pnhkw\n35+Y2pnAxM4Y1c9q4TVS76yYE5+H3HPPJCEUBuYGsPK0xKqzC3o+vIlfpcLIwpD4TeorWipbybLT\nc1n9y0Zk/nkX2cdzoNNwenjBaWFooRaWbuaMKSlhBgoJDSfROybDM8odCpUCFz+5iicX80VXcxcN\nXz8YocuD/g1eAeiP1BYuZmL15cW0tboNmTvvITv2MQEB+zV0N7zHepJZWydSpmSIfCsUeZfy+ek3\nEzBv7zSm69Kho6EDCR/pYcBOgfohCZcQR1J65xUHwG5uzRJqM5UcMD+AASD1xY0ic9c9YmxliN8j\n9vLO5i4avXMKOb4iHrbe1sK6jxV9cDxHFqa9FPP2TqMm9ibQdXLUlzTh6j9vyJm/TyRGVobdXwoS\nANobOnD58xQ55Ycx8Ix0I0zFZEVONemmSBFCUP2sFvcOP4K1hyU0HVopuUT8xkSxLG4uM3c0heAC\nqT9nYtj6wczU3gQXP7oiJ349EpQS9A53Re9wVxYbc1YWpZWQMZ8NR2hMMAOAtF8yee/wXuxlVhnP\nu/SCBUX3g8sAR/Zr6C6017XjeVKB7B6u6D3MFRc+TFYEzPCFrovjxKpzCJzTD9V3XlEpJe4ceCiT\n/3GdDFkzEA0lTQTQG8RN3TwWAFjB9WIcX3WeCJ2ArlOH6b+OR1B0v56EIPWnDLiFukhbL2usS1lG\nzm68jN/D98hBy4OI5AJl2RU49UYC17Rq2JTNY4jf5L6ksawZ24bvZwoDBlsva9h6Aenbb+PVgyp0\n10v/0/U/C5p+E726Cm+8VOaef4ZZ2yYxTbsWTy/ms9t7s8XdAw8oCEHhjRIaMMMHp95I0DWWNpHm\nilZ91kQAQil0nTqk/pRJDM3VMnCWH4l4K5RtCXuMV4+r4BRgj87mThxacFoMXhokXQY4svMfJKP6\naS0f+0UUg5R4kvCcLTisN20LnOlLrnyTxhrLmxG5IRQPTuXC1F5PX3EJcRTp225T5yBHsnf6Mf7q\nYSWz9rSUk78bjeLMMt5Y1sQsXS3IyTXnpaWruRz7+XCa9PfrwiPCld498AD514p46f+j7j2jqj72\n9u9rZnaj945UKQKCqAgi2MXee6+xxWhictJPTnLSTWJi7733XkDAghUEVEQQBERQeu9775n5v9jC\nSdb9vHjWff5r5Xl+a23e7L349WtmvuX6PHzDJJcwdTDhJnbGzMLFXLpHuMiX94plyt7HTNeqB2GQ\nvE2Q/h/2RuRiQ7dKY3kTjCwNwKMJG0eQtd23i3MfxsHKzUJuHXJA1r6qo24RLnRZ4lzEfn0DgOQ1\nr+rZrJMTyN5Jx4nPAE906ukMI0sNjCw1sPe3xe2NycIp2IGUPq0g/VZFwNzJrOO+6Nv0ODjjlLD2\ntJRjfo1hpc9Cya7Rh+HeuxMq86plW6NWDv2mPwEAe39bVnD7Fec6Qe5ufUgVKiZ6ze9Go97rhYKk\nVzj57iWBtzOmlrpWpB58IqfvHUfqSxvJ9V/u6AEorN0tUZxWAiNLDbhWiI+fLqcAaHN1C/7otQMT\nNo8k5dmVOPXuZcw/Mw1OQfaofV0P/2GdZcBIXxxbeA6vU9/wMb8N7ajDvLcjFa+SX9NlCXM7unNM\nbIyIkaVGNlW3EN7G8Tw2j/4RsZO7hDjSHrOCyZxjk9gf4Ttlws+3pVKjIEfmnpX9P4qU/sM6dwyy\nnQd4Iv3oU1Zf2oh721Lpn12SfId40fu70mRTdTMNGuvPh387kDzYlQ4rd0sRNrcbvb8zja9OXcIO\nzz4tNvffi4mbR0JtpsK+ScdF5wGe0n+YwXmnncQIAAdnnOLuEa7oOs7f0Izgai7ybxVSlxBHAhhm\nVgk/JGH0LzGyprCW5N14SWYdmYTLnydgU989cti/BxC1mRpCJ2Sv+Yb2xXOrY1H6tBzt3XIFd18h\n70YhCZ7UBQ92p3f8Lu9mIZuycwysPSzZnc0potuUQPpgd7qw87WVg7+IZsffuUC0zVoRsagHtXA2\nTCgyz2WTnrOCoW/VIe7bWyAAPb3iMs+Jz6fTdo+Fdz8P7Bp7RHq/bQkVXODsqqvy2eVcA/tKSjh0\nd8Klz+JRnlMlBv4jkirUCpRnahlZzwAAIABJREFUVeqjV4YrAEBlrMTkraNY2qEMefHzeFBCyN6J\nxxGxqDvp+34E2lnxVp0sYOVmIe7vTKd9V4YjZf9j3PjtHmYemoiyzPL/Srv+1uz5nBNT2Ob+e2WX\n4T7wG+KNkEkBCJkUQKvya7A15gAIJajKq4Gtj7XCN8YbDv62cAp2wOMTz3B7wwNoLNToPMADcf++\nKW/98QAjfhhEQqcF8vMfxmHx1Zls+/BD3DnYAUO/GcAoJXAOcSR7JhzD60elImxeN6pQK0T5swp6\n+fMEXl1Qy1SmKnCdQE58Pm9t0BJto5Zom3VE12xY3pdmlsN3iDebtmcsjK2MGAA8u5Qrja2MMOK7\ngYj5qi8590EsOTL/HCAlrXvTgMrcKu4W7sr6vh8BtzAXAGDnPoxFW4OWD/2qf8f1T9n3SF7+MoEw\nJcOjY5my80BP4hLiiLo39dz0Lba2oawJlq5mtCSzArXF9QidFkQH/KMPlBoFubcjVbxKfk2HfTuA\nJPx4W7qEOpFeC0JxbNF5uSJpPmnv134el4eyZxXkw/QlZN/kEzzhp9sYv254R43j2Q9ieVN1C1bd\nW8QAwDHADgM+7vMWSSJJ8MQuJGndA1mWVclfpbxmjeVNrCi1BMO+6Y/Qqf/h9nj0cYPQCpp/+xW8\notxwavkl4drDWXr2cWOVL6rRXN3KAODku5dkU2UzXXptDjb02U2zr+XBf4g3En5M4lbuFvCP8Wb+\nMd5oqWmR+yYdJ4suzUBjebNw6+nCvKLcsCJpPtk56gjZMfygmHV4Im0ob0LiT7cx+pcYPI99IVMP\nZcjql7XU2sNSRq3oRYPG+uG37tux9NpslD+vYtlXc/npFZcZ13GoTJQyec8jqjJWostwHxG59D8G\nLQDgHuEKbaMWFz6KE/b+ttLYxoidXH4JBbdfCW2TlvoP7yxy4wtY5/4eTG2iQsapZ7zb1CDaub8H\nrn17kxEKzD4yiabse4QTSy+Ct+khuKSj1wzp2AelBFICD3anobqgls08+B8Sq88AT/Y8Lo9HvxfO\n4r69KR/ue0ym7RkH777u5Nq3N6XSWElUxkqM+2MY843xxplVVyC5QNi8bh2dT3Y+1jLzQo506upA\nuV7gxJKLov+HvdF7SU/6c5eN7ZwnCCGlV5QbcevljPs70uir5NdI2fuITt4+Gj4DPDHr0AQcmnWa\n6Fr0Ivq9cOozyEs+OZOF4IkBJGJRDzRUNOP+9lRkx75gk7caLNsAoKmqmVu6mivykgpx+t3Lwtja\nCHOOTSIHpp+CkZVadBnemY78YRAOzzkjsy7lyCnbR5Omymbm0t0JZc8rkXboCfKTXvH6Nw1U6iWo\nsQJCx5GbWACmpNK7vwdxCXUCU1CETg0kaUcyuFUncxb3zQ1M2TkGHhGu/7Vosq+//vq/+gf/223H\nma1fBk8IUKjMVOTyFwkInRqE9sLUxDV3eP2bemnlbiE15ho5dedY6tm7E2w7W+Pp2WwkrrmD2Ycn\novDBa9FluA+ZtG0UqS9pJNe+T5LNVS2kKq+GZsfmCUiQWYcnspbaVlTl16CuuB6OQfY089xz8vRs\nNvRaPSl7ViGDJwVg1E+DSe8lPfBgZxombR1FY/7Zj/RZFkb6rgxHbVE9b6xskmYOprL44RtKFVS4\ndHMkTMmQeuCxsHK3oB69XXH+oziZfeUFsehkLlob2ohSo4QUUvZaEEo7v31oAOBV8mvUFtWJkMmB\nhqz81oci4cckOvSbAchJyEfAKB/E/usGaalrFRXZVdCYq+jdbQ9F4k93iEOAnTCxM4alqzkZv244\nYQqK4rQSnF11hUzbPY4Up5ZA36IX3aYGUe++7kg/kiGKU0tk4Gg/qmvV48C0kzJyaU/iFeUOj8hO\n9PIXiTRglC+MrY1wZ3OKeHQsky6Nn001ZmpU5dcg/ockZJzJ5i11rZQpKGoK60RzdQsxtTdhToH2\n5E1GGYytjXjWpVzaVNnE7XxsqMZcDUoJqgtq+YvEAjgG2ZHEn++QGfvGU2MrI2gsNbj1x33SVNmM\nZ+dzyMIL04mFszmaqlvEkxOZwi3chV76PJHOOT6Jmlgb4mad+3uQirxqmfBDEtFrufSL8SaOgfZQ\nm6gQvjCUZF7IkYm/3CZPjj+Drk2PnGv5qMyrFkHj/Nm03WMQsagHdQl1gtJIiUfHnnIzRzPabXIg\nAkb40j7Lw+Ae7orcxJekpdpgAFGWXUnTjzwVz+PyeHF6iax+WUubK5uRe71AVuZWUa4TuL8zjVg4\nm/H+H/ZmY36JQdAYfyohxZ1ND0WPWcE0/sfbdOSPg4i1uyWS9zySFi5mxN7PFi7dHGFmb4zc6y9B\nCKA2VUmHADuiUDG8eVKGopTXMvvqCzJ+w3Di/HZGCABWHpZI/OkOLc0sl1kXc8nck1PgbkjkIOtK\nruA6Qf2H++B5XB5SDzzm1QW1VOglyrIqpb6NE/cIFxBCSMreR+i9uAc5seSCFDqB8euGUaagKEwu\nRklGudC36knNqzrRa143ShlFwd0ikbw7nSg0Sj7qp8GGPnBXc3j1cyfnP7oGXYtOeER0YulHn4rI\nJT1pa30rzq+OE20NWuIV3Unc3fKQPDzwhGubtbTwfrEsf1ZBUvY9JtGrwuX49cNp5vnnsiK3WjgE\n2DGhF7z79K40fFEorcitwuUvE4jUS/Lk1DP5cN9jwhSMdx3nRwd8HEWaq1t4Q0kDNbLU8JApgSwn\nPl+m7H0kb/5+nxTcLeIaczXNTSygufH5GLdumPQf2pkAwOv0EszsO/eb/612/e11muHzQ/H0bDY/\nufwSmXt8Ms2++gKPTzxjyxPmwNjWGH/02iHubEoW0e+F08yLOYj92jBiuPVygdJIIdsataCUIuaf\n/dD/w97k9MorsraoHqUZ5ZSpGH7usgkKNYNCoxBKjUIytQK6Vh0jjMDISgNdK5dKNaOWbuaglKLn\n3BBxbnWsXHFzPgMMWezMizlsxa35sHA2Q15SIS7845p8sCMNgz6Nks01LaQsqxK/hmyVlq7mcv6Z\naUToOD048zRWP1yMlL3p9Oyqq4j/7hYf+9tQ5h7hCmNrI7Q2aIkQEle+TORPTj6js49OgluYCxJ+\nSJLhC7qTXvNDcXjOWVlXXM8IBbpOCJATNoyAtbsly7tViJPLLwoApLm6BYfnnkGvBaHwinLD3S0p\nsO9i1xHgm3tqKlsfuUs+OZ0lqwtrJVVQGf2eAVVh42kFt3AXce3bW7L7zK7s5tp7dOBn0bjwj2vy\ndXqpbGtoo+4RrnzAR5GsuboFSRuTpbZRS72i3THw4z6oK2lA6qEMrE5ZzF7eL0bc1zeQemA3PCI7\n8aj3wlnI5AB2dME5cXLpJd59RlfYeFkxANA2tsHYWiMeHnxCp2wf3YE06DkrmKbsfYTzH8YJ777u\naC9V0rXqUfK0HC7BDiTveoFsq2+jj45nyvSjGaKuuIE2VjYToRdUEinBDcbLzIiCa7nMv1UoW+tb\niVeUG7z6ukOhUiBgpA97dOwpD5sTwkozy3F360P+7FIOM3cy48O+6c/ivruF+WemoqaglpY+q6CV\nL6pRlPKaN1Y0k7ZGLZVcoqWmhXabGiR8B3mxTj2d0Y6M7jUvlN764wEufnINlq7mwqqTBQUA3yFe\nIv1YJg0a409ePXyDy19eh1UnC0ghRMq+x/Lm7/dZxOIeQqlR0IaSRuYb4839YrxZQ3kTaovqUFtU\nj7riekgikXUpl/gP6yxzEwvIq+TXUJuq8OZJGW0obZJrAjcRpZFSdDa0GvKwuSHU3t+WXPwkXqYe\nfCKGfzeANVe3kNTDT/AisYAsiZ1N2plUQ7/uT7YNOcAqcqqEz0BPBhiK7gkFbaxshqmdMb38RQJ8\nBnvBK9odLiGOWHh+Gtk99igNHOUrmqtaWFNVM3aMOMSdutqT/KRXGPPrMKo2UyHjTBa9vTFF6pr1\njKkVclniXFi7W1J9mx5JG1PIyO8HspKMMpRklEvAUDkw+LNoknnhuRA6STv398D4DSPAFAbHKV2L\nDjnx+WzOsUk4PPsMs3Qxw+LLMykAlGVXIPZfN1jy3keg1IDL7vQW1fJ/Y/vbRRMAZh+ZyNb23CHi\nf0iSKXsfkeHfDkC769H0fePpgaknQBjBzd/uYcxvQ6XPAE9DNlijQHsbHAC8flSGksdlUJkqRUsN\np1N3jYFnH7cO27Sy55XYO+GYcAy0F+XZlfTDtKV4duE5jfv2lry7NVX2+yCCRr8XTh/uf4K8pEI4\nd3XAqXcvod8HEbBwNsT9vKPd8e6NeezSZ/G48vV1QiQYFxWYuH4ECRrnTwgh0LXq0daoBaEEkUvD\nSPeZwbizOYUcnHkKNl5W3G+YN2uubqFH55/lxWklZOm12R3O9cZWRrw0s0IRPKEL+q/uTc//Iw4K\nNcPzuBfM3NFUhM3rRj0iO4G3cfryfhFu/HpPWLqayyFf9H2L26jnfn9ypja1NcaoHweRi59cgxSS\n9JwTguQ96dBrOfStetj5WNPUgxnITyqEBHDjlzvwi/EWY36LYV5RblAaGRxBsmNfQGWkEDP2jWOH\nZ59BUeobPvPQBCb0BjqjR4QrFl+dxRrKG3Hln9fpkblnpLG1EVrr2mhrfRvMHEywPmq3vqW6hbU1\nagkIqFKtwLGF58FUFOaOZsLa01IQAsWbJ6XUzNGU/xKyReiadVTXoofaTAUzB1Nh728nX94tYq+S\nXxMrD0s26ItoOAc7wMrdAlwryA8+66HQKNBzdoh0CXVSlGaWy+K0Ep5xOpu21LYStblKaMzVsrao\nnm0ZtE9UF9ZS1+7O5J3LM+Hgb2BpJ+99xF+nl9KIhd1J8NuwZVVBDdsx/JB08LNFS10r77WgO8tN\nyCeXPk/gzdUtzNhKI917uwqvaHfmN8RLPruUS/q9H9HxovoN8WYXPo7jZc8r2cEZp2T/D3tLxwA7\nenLZJfpx5nK8uP4SV/91XVYX1IIpKfJuvGTfuv8BqqBQGSuFylQpNGZqKrSCqk1V0LfpyYvEfKlr\n0YuWulY0VbYwwoicsW8cPCPdaE1hLTb238tCpwXBxMYYq+4tJMn7HtNzH8RCArjyz0R0mxwoda06\nUvK0rOMdMrYx4uXZlUyhZuLnwE3Qt+qpdz8PrjJWMt8Yb1JVUMufrrxC2xq0RGOh5maOpvDu586e\nnn9OuE5g04C90tLVgkzZMYb+4LMeJnbGYIyi+4yu5PaGZM6UhDIVk1ZuhnraJ6eypELNRNfxXRjX\nC2RdedExUG4dvJ97Rbkj+r1e2DvxONKOZMiw2QbgXE5CATTmau4W5sIGfhol4769KQLH+rOkDQ+Q\nuv8x1zbpWPiCUJG8J50qNQq5IXoPGfx5tAybG/Jfi+ffKpraZi1y4vORd6MQalMlkvekEwkg/ock\nEf9DUsfvqILS6z/fgVOwA1y6OXactNJEKbVNOjRWNuPKFwk8J6GA9ZrfjQz6LIrsGn2EP7uYA99B\nXgwAnl/Lw6nll2TY/FAQSEoVlDMFZe08mccnMhH/QxJurX/AnYLs6aVP4oVjkD3MnUzRdUIXlrTh\nAV5cfymrCmpES3ULM7U3kUq1ggi9AARk/I+3QRWUdBnpi3Z7sMbyJli6mkNjpsagT6Jo+MLuiP36\nBrm17gGkXhJ9m568d3sBNbLQdJyrlYcFe/OkTLh2d6KXv0wkgz6Pxo1f7iLmq/5I3p0u7+9IhUdk\nJ27jZUVPLLkIyQXeT36nQyRba1th4/kfm72aojoUp5dyXZueKVQK5MTnC6YwtBa+Zd0QvVZPmZJB\n6ATcejpz1x7OzMbL6i8oWyNLDfRtnHTq4YxliXNxaOYpsqH3LsFUjLbUtMDEzhhv0kvx/Foemiqa\noDJT8bqSBkV7YsPMwVQEjfVXOAbZw87XBvd3pCLrygux6OJ0WpFbjeLUN/Tl3WKqa9GDKAiURko2\nek0MrD0sYeZoCoXBhpLe2/4Qda/rxcRNI+nR+Wfl9TV3xNyTUwzdKhoKExtj3n16ELu/Iw0aC414\n6xfKAENnWfnzSpp5IcdQJ5hTSb2iPfiAjyLZn2mmwRMDWNqhDBGxsDsBDNynHSMPi+DJATJ0SiDb\nN+UE7bO0J/os7UkAML1Wj+yrL0jW5Rcsaf0D3ljexPRtHI9PZsqG8ibpHOJArT0s0VzdynaNOSLD\n53eTfZaFUSEMA071y1r4DPRE5wEe7PfwnaKhtIGGz+qK3ot7tpf1UAD00mfxIJSIyrwaOvCTKDgH\nOxAhBFsXsZPb+VjL+tJG6RnpRgAg9t83pc9AT2FiY7B3Y0qG3ou6E9dQR+wacwRMyfDoeCbJOJP9\nl3eyrUHLCCOoe11PJm8bRdzDXcGUjP3abSsPHOXHvPu6M8CQ2S/JKGclT8rky3tFem2zTsFUFJAg\nc45OIlzLwZQM7O0s9ui8c0KhVtBV994h63rvlGmHM2To9K7kxm930W7u7dLNEY3lTVQIgW1DD3DL\nThZk4qaRVKFimLp7LDk67yyMrTQycJQfSTucwdvdunwGeZIr/0xk33utk5adzDHw0ygWNNYfSo2C\n3t+eitlHJ5Gi1BKcXx0rUw89kZ16Ov9X7eN/m2g+OZOtSTvyFKb2JtI5xEGEL+jOHp/IlHZ+NiRi\nUY+Ok3qV8hrX19wB1wtom3R888B9zMLZTIRODyL6Fj0tvF+M9b13wrazNVbeXQAze4MB7IQNI9iW\nwfvR9/0IZF99getr7mDE94MQOi2I7hx9WHj3de/YB1NQdJ/elXQZ7oPrv95lyXvSodQoWF1JPZRG\nSrk+YifsfG2EVz939Fkexlx7OCHvZiEufBQnrb2spGdkJ6qx1ODiJ/Ei/vskEvOvfkRprBR1r+up\nia0xilPfIO9moXwelyerCmqoytgg9m0NbXRTv70yaJy/DBztS11CndApzIXkXMsX+bcKhXdfd0Qt\nC6NZF57zN+klWBY/h9WXNiLumxu06OEbwrUclu4WyL7yAkHj/UEpRVujlll7WqHwQTGSNiTzl3eL\nmL2/LTr38wBVUP30PeM67nlLXSvWR+4SEAZT6Anrh+PVwzfswa40fu27W0yhYvDq5879hngzU3sT\ncB0neq0etUV1CBzrR+9sSpGCC2wdvF+0NekoU1DYd7HlbmEutOecboor/0yUzVUtRG2mkpV51Rj5\n0+CO7KaJrTHaGtoEpZQ6+NnCxtMKKXsfCzs/G1JXXI+WmlYR980NMnX3WPpWMA3PzeksHjTGjzgH\nO2BF0gLSnike8s9+JGxOCCw7mRMQIueemkL2TzmBpoomPuzfBhKp2lQFp64OOLPyiuzc3wN5twqJ\ntqmN7p96Qlq5Wci+H/Sm/sM6I3JpD9zemGxon1QxbBt6UASN9pXD/z2AcZ2AtklHmqqa0Y7LUKgU\nCBjli5KMcry4XkBNbI1lQ0UTCRjtR4tSXsucuDx9c02LQugNhsdR74VTwLAENXMw4S/vFjEbTyu8\nuPESbfWtZMgXfXHzt3sIm9PtL+/Ms8u5fMR3A9nTc89l/Pe3xJxjk9n5D+MkUzA6++gk8lvoNlJX\n0gAzBxMU3H6F6fvG/4d20KLDzd/vi3s7UqlCrYB7uIusyKkS76e809Ht8/pRKfZMOAqhl9BYaHD6\nvSt82u6xzDXUCSoT5V/4T8ZWRrD2tETKvkcoSn3DLJzNZHNNC9E26VBTWAuNpQbMYEKF25uSUfig\nmC5LmAsjSw3G/BpDz6y6Cn0bh65VLyMWGwYnG28rcJ3ArtFHBCGEzDw0oePee0e7Y8yvMTi76ioh\nlOLl3SI24oeB2DJ4P6/IqWRvf0d6L+6B0KlBhnNu1YNrOYwsNfCP8YbPo6X0zPtX5KNjmcD+/51u\nAX8j91xlqpIm1kZy6lt3bABI+DFJFia/xoIz0wgAZF/Lw6mlF9H/w0iZ8PNt8lXhB9C16vFgVxoe\n7E4XzVUtHUXOalM1VxorpcZMRU1sjKmZoylyEwuk0HO01LSSyGVhcO3uBF2LDhc+jpOeUe5Ebabi\nNYV1qC9ppE2GuBiURgrJVEzqWvRUbaLE1F1j4dTVviNmBQAlT8uxe+wRjFk7FHk3XnJdi55N3joK\nQgjc+O0eknenS6EXxNjaCA1lTVCbqoS1pyW6DO9MQ6d3xb5Jx4XPYC868JM+eHo2Gw/3Pxbl2VUE\nBMQ51FHk3yikJnZGYnXqUsoUFGXPK7Fj+CGsvLMA5k5maK1vw7rInfAZ6Alja2Px9GwW0TbrYdnJ\nXJRnVTIbbyvZWNYE7/4eGP7dAGJmb4rbm5KReSGHL7k6iwEGR5sNUbu5nY8NCu8VM6dgByG4wIIz\n0zqc3PNuFuLRsUwUp73h9aWNjCkYhI5DZaqCZScLbtvZGrmJBUzXrEPwxC5y1E+DSft12jn6MBd6\nQaSE9B3kyZ6ef87VZmoy7+QUqjJW4nlcHi59nsBXP1xsAJJ9eo0/j8vDyruL2E9+G7Di1nzEfnNT\n5N0qpCO+Gyi7TQ0kUkr85L9Jzj89teOZAYDsqy9wZtUVOAbaCZfuzvTV/WK+6OIMVlVQg52jDgvv\nfh5y/PrhjCko4r69KTLOZssPUt5hcd/c5Hk3C7H46ix2fc1tPDrxTACgUe/2kqmHnkjfIV7k8fFn\n0neIlxy7dihrrwVdH7lL9Hk3jPaYaTCIvr8zFTd/vy805moy4vtBpDSzHM8u5oglsbOpEBL3d6SK\n62vuUK4XMHc0la31bXLippHUZ6AnTq+8DG2jjk/dNYZtGbhPeEa70+H/HoDDc86Imld1WBI7iyrU\nCuTdeolji87j46fvQtesxdoe2zH482jE/5CEdy7PhL2fLXaMOMQ9o92Yqb0J7m55KD9IeYcQQpB7\nvQDnPoiVTMWExlxNLF3N5eTto9n2oQeEpZsFZuwbT1tqW7Gx3x4ZNNafJO9Ox2c57+HO5hRxZ3MK\nDRrrJ8uyKmTgaD8a9W4vPDn1DLfWP+C1r+qYV193HrksjBEAh2afhv+wzvLNkzI5ceMIum/qCTl9\n73hycPpJzNg/Hp593Dru2ZbB+0TZs0pq2ckczt0cAWmo3si+8gJSSHhFu0FprDTUZb/9DhIoe16J\nhpLGjsE3bF43UXD7FUxsjWWv+aHs2MJzGPHDIIRODUJFbhW2Dz+EL16sBGBwiDr7/lX+9pn9/x/3\nvOs4/1ZIqHePPYLIZT1F31UR1CnEkTw+9YwDYE/PZ+PcB7EY+eMg2XmAJ2ln5VBDtli01rZShRED\nBGBkZSRj/tmXaZt0aKxoQkNZk6h/0yCllLS1XkuMLDXi8YlMmXEmS77tMKH5SYXw7ufOPKPcYO9n\nA6cgB1h5WIBSSv4I3yH8YrzF03PPqZTyL4LZVNWMA9NPovusYNl1rD8pz65krx4YGDqUUvSYFYwn\np56JxopmWvemgcw5NhmekZ06ZrVl2ZWofllL+33QG5RSBE8IQPCEACqEwKnll5CbUEAJI9A26uih\nWafFkC+jqVOQAxz8bfjNtfcw+pcYdv6jOG5qZ4IJ60ew5poWShnB4xPPZHl2JWMqhtb6NiyNn0P+\nDD2z9bZCU0VTx3EcmH6KK1QKMurnIXRd+A4M/34g3TH8EFrrW6Ex14BSCp8BntCYqXH+o0pCKQGh\ngJWHpVx8ZRZRmxqG9nW9d4qQxT1o2uEMsSFqN524aSR5dDxT1hbV02UJc8ie8ceEubMZll+fxzYP\n2Mv3Tjwm5p6cQo1tjNDuIt4OYVuWMJcoNQrY+tiIp+ef02m7x9LMizk4/2Essq7k8qCxfowpKXEM\n/M9SGgD8h3XGuzfn4+TSi0g98FhynWBCSNh4WuHdm/Pp1sH7xaFZp3nUil4sZe8juujSDFBDrzRL\nO5yBgtuFiPmqP2K+6k/TjmQgad0DUVNUxx7sSoeRhQaeUW60ubqlY2bpEuooC26/gsZCg6tfJXKh\nl3TYvwfQruO7gFKClP2P4BziiLo3DTix5IKoyq/BtL3jcHzReUzZMZoUp5Xi+Dvn0WWkjwyZHEBO\nLL7IXlx/ibqSBhLzVT8AwLS9Y+m68J384qfxfNzvw9j1NXdE6NQgqVAxplAZwTHYXsb/eJtEvRcu\n7P1sKQB0GelDn5zK4rpWHXov7kEbShtx4eNrvPB+MY1cHka6DO/Mdow4jKm7xkChYphxYALdPHAf\nUvY9QtbVF9zM3gTD/z2ApR/JQFNVMwZ8FEm7jPDB8cUX0FDaQB/sTpd3tqRIAkLDFxoonKZ2Bou/\nAzNOyoCRvmLM2hj2a8hWeWvdA1BG5ZG5Z9D/o0jp2sOZ3t+VhozTWaIqr4a01rdRqiBw6e7EVUZK\ngBJoG7VESknVpipYe1pyEAJCCAiB4Q8BuE6QhjeNxGeQF8b9PhQ1r+ro/R1pWJ44F9Yelpi0ZRRO\nLrtoCJEZK6ExV0sApPx5JQ7NOi0VGgWiV/T6r7TrbxNNSglG/TyEdJ/ZFUfnn5OZ53NEzFf9aEtt\nG3t0IhOXPo3H2LVDZdBYf1JTVAfKCPKSCnFq2SVh7myGpdfmYM+Eo2L0r0Np7L+ui5tr75E5xyfT\ntw82rXlVhy2D9gEA/pGx3EBt1HH8FrJVUEZh52crix6WyNFrYuifqYRXv74BwSUd8d1AIriUV75M\nlIuvzqKEEHAdx6FZp4WNl5Uc/s2At87xJmipa+UA2JNTz3Dx03jZZYQPRv44mJz/KFaeXnEZS6/N\nJu37SN6Vxp2CHYhSYzDZ5HqB67/cQeqBJ0JprCS6Vj2hCoqxvw9DTny+3DXmKExsjLjvEC+WduQp\nbLytZW5iPg2ZHEDW9d7J60samWOAHR/wj0iWdiRDVORWU4WKkc0D9iJqRS8RuSyMKjUK2PnaoqW2\nlQDAla+uy7LMCrYsYQ5qXtVBbaYWDn621DHATsT/eJuO+nEw6ksacPWr6zw3sYAFTwwgbQ1tfOBn\nUezOxmRxcMYpMvfkFKpQMUghYdvZCu8nL2Lx393C/qknAELI4quzYGJjjNb6NmLmYAKmoFh+fR7b\nMnAf3zvxuBi7dijVazlzMLMDAAAgAElEQVQpy6pAB4Ttrch7Rbsh7+ZLGf1eOAkc5QvPPp3I/qkn\ncHrFFRhZabBl0H690HMIvWxn/BDJJQSXBAAhFFjfe6dUGiml0kghLZzN8Cq5mO2fUgivvm5oj18a\nWWoQvSpcXPosQfoO9mYA0H16V3Qd34X92mOLEK2CmjqYyOtr7uDcB7FEqVFIjbla6PWcaRt1eHr+\nOUKnBtEBH/chZg4mHXyf6vwaLvWSbeq3B67dnbA6dQmljEDbpIO9vy2cgx2JR2QnHJ1/Fi/vFnGu\n4+z8h7Gy25SgDvoopRQLzk9nm/rtlS7dHGVZViUd/GVfnPswFjnx+aK1vpUSSnFr3X365lEp77Ug\nlHXu70Fu/XGf6bV6NFe3yA1Ru+EU7EDeT36HGFsZYfPAfTx0WiCs3S07UNLj1w3DyWWXoFAxujpt\niSHBaqQU9W8aqFUnCzgG2GHJ1VlkXe+daCxrIia2xpi6aww69fhrXPDNo1I5dddYRinF+HXD6eG5\nZ6A2UVEpJR4eeCyur7kDcyczETjGj4TN70YufhwPpqTouyqCOfgbfF+TNj4QxWlvREttG/WKdmcB\nI33/ohn1pY3Y1G+PtHA1ByHgCrWCnVp+iYdMCoC1h+Gc/GK8Me6PYfLs+1dJwGhfGFlqZPrRp7j8\nRQIJGuePsb8NZQ92pf1X2vW3Z89dQ52wOm0xO7vqqjy++AL0rXqc/zAOIZMDwPWCPD71DA1ljZAS\nODrvLPp/FInei3tQyij0rZxYuVlgRdJ8tnvsUb4t5oCcf2YaMbU3waFZp6V9F1tU5FQDb7tSzr1/\nVZq7mKGmsE6OXzeMJP58W2wesE8sTZhDzexMUPa8EqkHHmPO8clEaaTEqJ8Gk19DtiA3sQC+g7xw\n6dN43lDW9JfEi4mtMbSNWhxbdE7k3Syko3+J6ejgmLR5FNk15jDfP+UEWXhhBgWAJ6ez2Oxjk6HX\n6nHtuyQ8PpEpTWyMMfrXGFpbVCdvb0wWUkhYuVnQCeuHsxHfD0TGmSx6b1uqBEASfk4ikAQlj8t5\nn+VhzH+4D0xtjVlDWSOufnWdevV1ByGERyzuzs6svCpT9j2Wo9cMIT6DDa2ODw88RtrhJ2TB2ekw\nczBFTnw+jKw0hmXpil703IexwtTOGHc2pVDHrvZk5b2FkALk0fFM5jfEG4Gj/djGPrvFyaUX+JSd\nY5kUklBGQQiBykwtJCSlhKC11oDd1TZpicVbV2+moFiWOJdtGbSPn1x2Uepb9eTgzFMyeFJAB4QN\nANx6udCn555zvE3gcB2HrlkHEEDXokdDWaOi7/sRMLY2goFrzgxoDI0CLbWtOL74AqI/CCdCK4m2\nSdveogmFhuHlXYM/aq8F3Wj0ynBELOpB721NRcq+Rwib2w1cL7B18D7u6GdPpBDS3s9Wjvp5COV6\ngZqXtaT0WQU7s/IyCCUwczDhWVdyacaZLAi9gMZSI01sjGRNYR2rKqhFtymBGPnTYKpQGizjFBoF\n2l2u7H1tMO/UVHJ4zhnSWNGMltpWYmJrhLtbH4JQ0vHxHexJLn2WAKZmODDtFNzCnPnIHwcz93AX\nrO2+DStuzce175PoiSUXBFMyom0yLDvTjmTIKTvGEJ+BnhQAchPyUfOqjs07OcVwX5p1SDucIW+s\nvWeAkEuJsqwKuIW5QGWiFPUljR1Z7MNzzgjCCJiK0sDRvmLf5BPM2sOSj1ozhLn1dMbza3mQEtSt\nlwvqSxuRdSUXTGWwkBN6gR6zgln4wu6wcDajAPBH+A4eNicETy88R11xPXPwt4Vey3F380M6/LuB\naK1rlRc/jZf+wzt3FOVzvcDO0Ye5X4w3LN0sWMHtV8i//QpV+TVs9tFJf9GUwNF+RK/l8vxHcYTr\nOL361XU5fuMIBAz3+b9SdvS3iybQzpyOIeXPK0V1QS3VmKtReL9YFN4vBgDUFtVTQgk05ipBGKV4\ne+r6Nj0xtTUGpRSLLsxgxxefF9uGHiBuYS5S16KTY36LoUcXnBMASEVuFbKuvCCLLkwne8Yfk1RB\nMWnLKHb6vSt8y4B9Ysm12fTw7DO8x6xgdOrhzABDSVPPOSHkypeJsq64Hk8v5NDl1+cSygiaq1tQ\nW1yPqrxqtNS1spyEAgz8uA8cA+3In23t5p+dxjZG7eHHFp4TgaP9qNpczR8fz2SHZp6SFs5mcsKG\nEdRnkCfqSxpx5r3LZPK2UeTCx/G85a3oaMzUCJvTjdQW1eP+9lQojBQIm9NNDv48+i/dKmlHngpL\nNws55Mu+bFvMATZx80isfriY3Vr/AKdXXJaOQXZSoWQ09usbmLh5JNpjgmVZlcKykwUDgDqDeTG9\nszlFTt8/Dl59DMmyK/9MhEuoIzey0DAAWJowh26I2i0uf5HApZCUazkOzzkjilNLsODsdGScycap\nFZfle0nzia5FDwsX847jZAqKZQlz2YaoXULoBdG3cYROC/rLw+zawxnNNS2M6wWeXXiOC5/ES78h\nXpi0dTS2DzsAMwcTnrT+AZu0eSTaEbXt28ODT2DhbMZ7TAtm9aWN2DfpGNe16Oniy7PItW9vCgtX\nc+nZx41d/+WOvLctFV3H+5MBn0TK6z/fld1ndaU7Rx7mSiMlmXlwAn3zpAyHZ59mw/49AAq1Arad\nrXF3Swo3tjaCXsvJ6DUxzHewFwBDNrk0s5ycevdyuxOTzLvxEj/6biCmdibc3MWUSSHk/mknUfOy\nlrfUtjJts46Y2hsTpqAgjCD76gshBSCFlFJISClRW1RHFRpGpARi/tUP4fMNveG6Vj0El7Byt8SU\n7aOJEIKcXHYJ2VdfQHABj96u5M/emRc+ied9V4UTwgi9+fs9cXfLQ6qxUAtCQcMXhkozB1McmH6K\nTNw8EhoLDa1/0wBdqx6HZp4Sda/r5aq7C9nPAZsRvSqC9X0/Arc3JZMDU0/AspMFF5DU2MYYG/rs\nFvWljaxTT2euNlUzSzdz6Jr1PHnPI5YTny96zOhKql/WEq4TdOAnfciLmy/1tcX1AAz2iFRJRfCE\nLlRwQe7vTEPsv25g+LcDAQAHpp3gxpYaMubXGJp5MQcZp7PI+Y9ieZ93w4iJjfHbOLxE6dNy5Cbk\ny8yLOYbRW8kQOi2IBAz3wf+t7f8Tovn8Wh7OrroqbLytQBVUTt87jjh1daAAkH7sqbzyZaLUNutI\n/w8jSdL6BzLpj/syaJwf1Ws5tM06vLxXhOK0ElFb3CDbGrTIv/OKLLk6i9QW14MpmQSAYwvP825T\nAuEYaN8hNpRRTNg4gp1bHcs3Ru+WuhY9a6lrw+n3LkPXamCE69s4al/Xk8tfJsLc0VTsGXcUjRVv\nXYOMFBIShGsNCNjkPY/kjV/vEr2Wo31pqDJWCpWJkr5KeU3zb7+CQq1gb56UiSk7xlCvaDfSvqQ7\n/1Ecd+7mSHwHe1OF+rpsF029Vo99k47zqvxaFjwxAPlJhfzB7nRm0cm8o2ZNCInk3elkyJd9qZ2P\nDYysNDz76gvmGGQPKzcLhEwNxMP9jymhBKa2JlCbqSGlBCEEpU/LpUuoI90x8hCvzKtmQ7/uj9sb\nk3H5swS+6OIMpjHX4HlcHo9eGd5x3YwsNHjn8ky6dfB+2daoJRc/i4epvalcdX8h05hr4NTVHs8u\nPBcJP94mhBLa3sLZUteKp+eyZfLuR7K+tNEQu23Wkv1TTwASMLE11jsE2iv8h3pDaaTArjGHZWVu\nNRn18xAETzAwlMydzHjUil6ssaIJR+afQ+AoXz7s2wGsfR9PTj3jvkO82aMTmbj8eYL0i/HGqDVD\niNpEhehVEfTognMYvWYIgid2IbkJBUhcc0c8PvGMaJt19PewHUKpVtDFV2YRlbESHhGuUBor+fNr\n+SxwlC8eHngs2wfOxJ9v4/7ONO472FDSZmxlhDubUoTGTE26TwtCbmKBWHrNUO3w8m4Ru/xFAqQA\nMbJUi5B/RCocutjBtrM1Tiy+IJsqm2Xpswo69vdh1OEtooTrBfZNPi4UKgURTCB0ehDiv7sFtYkK\n3aYEgr0NjbQP0GmHnyI3Ph8BI32Rm1iAmpd18teQrRj4cR8iATRXNbOG0kaxtvs2mDmayvHrh6G1\nQcuu/PM6+n3Qm6hNVTCy0shTyy4Sc2czWvmiShyadRq1xfXy3ZvzmVKjgLGVhpc8KWM+Az0x9Kv+\nNHxBd+yddJw1VjTBwslM9l7WkwaO9gMI2G+h2zB1x1iYO5oyXase97an0ttbUmRLVQv8hnUmSiMl\nzBxMWU1hrZBS0hu/3ZNh87rR9vdy7Nqh5ODM04heFYF72x6iPLuKLUucC4VaAXs/G9QW1VG1mRrd\npgThyeksZF3J5Xk3CxmhRFq7Wwhtk5ZynYCxtZF4fPoZLU4r4XNPTmF/JoX+b7e/VTT1Wj2OL74o\nCpIK6ZAv+5Kwed3IT102yfb6wJf3inD58wQyaesonHr3svSKdic9ZocgJy6PXP36hlSoFWRd5E6Y\n2BpzW08r6jPIk45dG4Mjc8/y53F5xMLFnCrUTD488BiNFU1s8OfR/+MYKCWw8bJivI1DZaqS2kYt\nV2gUxMhCA4VGQUAkKU59QwglMnhiF+oY5ACXUEc0ljdh/9ST6DGrq3iwM52qTJTSPcJVjF07lHEt\nR0NZI2kobST1JY20vqQBGWeyZFV+LbHsZC7nHJv0l9rMrCu5KHr4hq5++E57TAktta2oeFGFvROP\nCys3C/LuzXlI3p0OC1dzNua3GBydf45oTFWy6/gupCCpEFzPZfCkLqTwQTH0bZye/ygOTEmlxlLD\nrTqZM9dQJxSlv5F1xfXk6PyzUmWiQviCUJRlVbDSzHJ0CnPBe7cXwtTWGEHj/MnJpRfJuohdYsqO\n0bShrIn5D+sMwQXKn1fhdXoJCu8Xc6ZilCoo2uq1sHSlJPbrm9wxyJ7Z+dpg1JohrL1wPe/mS6Ts\ne8RfXH/JTO0NvpyFD4olAFmU8oYuODsdSiMFih6+Uby884on/nSbtjVoyZtHZSRyaU+4h7t0zES7\nTujCUvY9FkvjZtOQyYE4OOMU1kfuwsSNI+DS3QnFaSWMUCLSj2TQMb/GIGisf4fYe0W5QaFiIj/p\nFfUZ6AmfQZ4wdzajCT8mITehAE2VzdQlxFFkX31BOg/wgJmDKfxivFny7nRuZm/CYr++QabsGANL\nF3MM/rwv1vfeyRrKm2Bmb4ILH8fJkqfldOm1Oah7XY+HB54QwOALampnDK7l8B/WWRSnlWDi5pGg\nlKLkaRnybhXSpddmI+Gn2/zGL3fp1J1jSH1pI3aOOsyNrY3I4quzsD5yF/p/GAmP3p1wculF6Fp0\nCJvbDYQaDIGfXcpF7L+uY8qOMfCM6oSf/DdhwqYRtPRpOS59kQB9KwfXC+QkFGDWoYlwj3BlQgj8\nGrJVDPkimqhNVQQAuk0OJIQSnP3gKqryaqiJvbFYeWdBh9CYO5uR149KpVsvF/JgV5q4vSmFGltr\nuLmTKe080FOGzTWIXuqhJzBzMOHmjgbPBIWaQWmkEC01rVRwQ4Y840wWbDwtSeWLap6f9Io2Vzej\n76r/sNvdw13h3c+d7x57hDSUNtIpO8egqaIJJU/KUFtUB4VaAV2rHhuidsPU3oS7hTmzmQfGwz3c\nlTw6nskuf5GAAf+IROrBJ2JZwhx6bNF58nvP7WLmoQn/NeLnbxPN8pwqtrb7dmHpao63LVWG2AoX\nRGmkRGVeNQ7PPYt+q3vDb4g3NGYqUZVfw2y8rGDrY42WmhbCFFQCIG11bYwwIoIndCE2nlaI+aof\nO7c6Fv1W9wZTUcR/nyRH/DCIaMzV/+M4rv92F/e2PMSQr/rh+i93MWnrKEV7MB4A9k8/KZQaJVGo\nmRj0qWFJnHfzJY4tOi+jV4bL6PfCafblFyL8nVB6e0MKOTTzFJ+2Zxyz8bTqaA8EgPvbU+Xgz6OR\nfjRDbOq/l846OIE4BtqjrVGL8x/FYcBHkR0O5mozFcu6nItr391Cj1ld5ZAv+zGmoKgtqtebO5oq\nvPt6YPz64Tiz8gpRmajw8OAT7hhgx7bFHODVBbUsbG43+WB3OlmWOJdYupgrtM06/N5zO0Z+P5g8\n3P+YmzuZwneIN7u7NYXrWvRM6AVep5ewnSMPCSNLjTSyNoKJtRFAwA7NPgNCgQPTThqSTBqFNLEx\n4o6B9gr3Xi7IvVEAcycLETyhCy1OL8XDA495c3ULaatvo0LHQQjD8SUXpXdfd7osYW5HK+XPAZvk\nlJ1jaPrRDHlq+SW5LGEOtfG0gnc/D/Z6ygnRUtdKXEIdkR37Qp+8J11h5mQmgsb6kc79Pcj9HWm0\nurAW1u6WWHFzPrux9h6OLDgHUzsTSRWElGdX0rFrh8KykwV5/aj0L/fb1sea3lp/Xz6PfSGeXcpl\n+ja9tPa0Eh59XFldcYOw97Olt/64r7/4abzCwsVMeEW7oSj1DTs4+zQil4fBZ6AnAIMYWnay4I+O\nPqWghGSczSaLLs6EuaMpTGyMoG3W0ZrCWli5W+LM+1d59Mpw0ntJT7qp3x556bMEOfrnIeTEkos8\nbF4IsfW2pt1ndGVn3rsiCu6+Ikfnn5N+Md4Y89tQmpOQDxMbI6k2URG/Id6Yumssji08B/1bRO/j\nk1mI+8YQcmk/NhtvK55xOosM+EcfaupgigPTTsLEzog3VTSxw/POwKWbI2+qamGtdW20JKNc7Jt8\nnNcW1dOG8iYquDCY+1KJ1tpWuiZoC9SmKmFkqZGtDW3szpYUeWdzMkztTeSEjSPgH+PNsq/m4uzq\nODL0X/1AGUXaoYwOAJ2uVY9zq2N5bkI+VZkoJSSIuZMpzv/jGsLmdUPNqzp6c+093mW4D/tz/DL9\n2FNU5VeTutcNlGs5ji04B4WRQiqNlIJSAn0bZ0xNsfD8DDj9afVYVVCDy18kyHHrhhNqsNmDiY0x\n5p2aSm+tuy/2TjgGx672wJf/e+3620TzdXqp0j3CVc48OJ4wxX/Cc4JL6Fp02D/1pPQb6i2j3u1F\nAcDI2ghV+TVorGjC3onHpd9Qb4RMDiRH553F9L3jkHbkqdwycB/sfG34iB8GMY2Fmj/YmcYaK5sV\njgF2out4//8RBE74+TYe7EzD7GOT4NrdCcm703Fv20NEvWsoSSi4+wpFya/pxM0jcfaDWAoAmRdz\ncHbVFcR83R9hs0MoANj724ry7Cr63u0FdFvMAb5rzBEx9/hkamxtBMBgMislSNjcEBKxqDu79Fm8\n3DXmCEZ8P0i+flQqjK2NEDTOn+XdKkT580pU5degpbYVgz6JQtSKXh0Xp+5NA1xCDV6KASN90drQ\nhhNLL0BKMEIIQqcFYfbRyTC1NaYlmeX81u/32ZhfY3B74wOhNlfLnrOCWcBIH7YufKfsOs5frri1\ngP3bdS0+erIMtYW1qH1dT+tLGtFY1ohXKW/Q1qiFFIY6Xm2zjiyJmw17XxsCQMH1Amu7b5NRy3uR\n2xuTafeZweizvBfwNnlTmlWO7SMOwaufOwrvFZPy55Vcr9UzAMi9XgAhBHUPd4F7hAv5rds2eW97\nqvAZ5EX3TTou7fxsZHNNC++7MoJ5RbsrdK16pB3JoI9PPBMPdqVBr9WTbQYXLKlv40TfpofKWImG\nskZCCIG+jePSZwkdhMY/b9pWHYEAqXxRTUf/EgP/od6EUsoOzjzFvft7sFE/DgYAhbZZiwe70umt\ndQ9ACIGuSYf7O9Lko6NPhYmdCbHztab2/jbs5vp7IJJg5qGJsPc1uL0zJYNjoB1PP/aUEUYBCRq5\ntCdRqBWYunMM2T3uKJiSoaW2lfX/MBJtjVrwNj2aa1rowVmnMeTzaBm+sDsjhCDv+ks4drXnePuu\ndu7vgRkHJuDwnDPgOoG4b278xYwCAMLmhLBb6x7I/h9FIu3QE+7R25XMPjKJCSGQtD4ZdzYnM22j\nDgoNQ0NpI3UKdqCh04Lg0t0JZVkVOLPyKqzczKR3f08SvTIcVXnVtPJFNRJ+vgNdk45oLNSyz/Je\nzP8t/8d/mA+wOlYU3i+mtp2tUZpVwWYemoD60kYcnHFKaBu1GPXzYHLh42voOTtEvk4vJV1G+Ih7\n21KJvo3TuuJ6TNkxGne3p+Lx8ae8+mUdM7bSSMEFYSoGjYVafJi+hL5lvbCzq2PRVNnE1aYqumf8\nMTJl+2h07u8BrhfYO/E4D5kciIARPiwnIR9SSAIYVpT9P+hN3cNdcWjW6f+3MvX/uP1tomnZyVxU\n5FSRNYGbpVNXB9n3gwjq1ccNggucWHxBmjmaiIkbRnQIho2nFSt6+EakHnxCbDtbiQnrDd/Z+9vy\ntMMZmLRlFKt704A7W1Kwf8oJKI2VtLmqBQqNAmN/H/Y/TGpv/HZPZl99QeaenIJ2U9eId3rg3vaH\nPOrdXkwIgVPvXubRK8OJWy8XqmvWkYcHnyD2X9cx5rehsuu4/4iwc7ADy0ksEGpTFX331ny2e+wR\nvm3YQTn/9FRi6WqOW7/fF4M+jSLM0MaNIf/sR1SmKlz+IoEIIZngAuvCd0Dzf6h7z6iok61rfFdV\nd9M0OWcEUVGJohgwgTlnMedxzJNzuJNn7iRHHXV0DGNOiIoiBlAkKIIBlCBBRJEokmOHqvp/aOHe\neZ9P73s/3P9Ta/XiS6/u5ldVp06dvc/eVmrOTBhpq22nVEFwY3MaCq894cM3DWI+4V5orm6htl7W\nRpvWuCLcO5rNuV4wpmTQ2JpKF39H1kn6DZnvz65+k8ybKptZ2u57tBNh1NiYYuK3o8iFD+LRbbA7\nACP1xtzeFe79XVF6twIxb1/mzVUtbNQHQ4W2RUcLrjyWula9OLLgNJ27eyrxGOCKnHP5ACDD3w0j\nj288FYk/36KTvjUW7bUtOhyae1qErR6AMZ8Mp+2NHUj8+Rb2TDoG76EeQtuiI/5TfQUIYS0vWjFk\nbX9645dbSNqcBv/pvTHtl3HsR78dwtTamHkr1QoMWtEP7iEu9Piyc5zrBSNGCTUyb+80dB/RDUxB\nkXUqF+ffuwq1lQk0NqZy8fHZzPrfQChdmw6/9tstwz8MQ8q2dPLgVK7oO7EnBYDyzCoWtj60630X\nPkiQ+ZcfE/seNqL60UvKlBRzdk4m+g4De1lUK6tyXxjKM6uYoZ0ThZoh4ftkERzpT4Mj+0KhUqDn\nKG+af+WxqHvaSObumtJF+jez18B7qCeyTuZAYaKQm/v/CX2rjkhpFBWWXMKg5eB6AaPqUZXoO7lX\n1z74N80AWVNYSxSmSll0rYQ49raHQw9j0A5ZFICrXyeR53cqkHexiK06Px+ld8oR884V3lzVwmw8\nrdDyso1DgrgEOiLivaFGSp7OgL1Tjolxn40gGnsNifskQUz8OoKa22vQ8LxRGjr0MLFQIWiuH7n2\nQwpStt7mU34cy3qO8oZ7iAu5fzyHuwU5UWs3S1FbXM+OLT0LlyAnuThhCdsz6SjvvyiQ2PvY0oL4\nJ4bwd8MUVXk1vOByMVOomdwyaC+xdDEXQXP6kr5TesHc0YxsDtmNJSfmIHpDHEn4Nhnj/hEOAHh6\n67lhxJuDFCELAnB7332cXBWD8PfCxJPUUmhsTcmEr8IpYAQdOw/9zvE4sQRcx/GfjP9a0PQO89BN\n/ucYdXlWFTKPZYsTy89BoVYIoRe0sbKZTPgygj088wiEwKhmLSUeXSyi9j1t+dJTc7sWUeTeaWz7\nsP0oz6qCW7AzJn0zikW8G4bb++7LlK3pRHCBs29c4jaeVtLOx4ZZu1sSbuCk4MpjrIiO7BJjBYDA\n2X1I/DdJrKaoFpnHs8GUjIatCyVMaXz4lz6/hsg90+A7xudvEdihtz25dzxbAMaJWn1xETu+4pzY\nPf4wCZzdF1JIau1phcSfb8qC+CeypuAlVVupuZW7JW0oa5JrLi6hjr3toG83sD9GHZSBs/vI/MuP\nseDgDPLg9CN2ZmOcYCaMdDR00Fu77oq4T69TC2dz7je1F5u9YxJ2hB9AcGRfkvjrLX7pH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POxyYc1Jae1jJ1y8vZr8P22cInNXHaPhFCYIj/UmvsT7YOeogI4zgadpztvL8ArgGOHUF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HdqCtHYavDySi7Nu1eAu1seiobKRmrSc7h3duWKmkmntg5MrfNgyZseIGpWqPijGqm53oBN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\n0+NFzJIo4RfjDbVODcKAN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7YuEmZ1LZz+10XeepCfbPQDKnlShrWDtvOCzCIo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\nsCFRY0+QqT4AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f80a7a179e8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from fealpy.mesh.simple_mesh_generator import triangle\n",
    "box = [0, 1, 0, 1]\n",
    "h = 0.02\n",
    "tmesh = triangle(box, h)\n",
    "fig = plt.figure()\n",
    "axes = fig.gca()\n",
    "tmesh.add_plot(axes)\n",
    "plt.subplots_adjust(left=0, bottom=0, right=1, top=1, wspace=0, hspace=0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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CxOSMMDkFU7DihuixB12yjT29TVG8nZayreQzVEafXJtZbRdJTMFYYWYRf//0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\nMF+0HtOcLx24lhs6IXV1ZxJ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8Wdq2UrZn3MxCzv08yK1lwi+sFlFYyouFxFoBhbUcFtZy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\nJPeb2Za5D3b96IZ08KmH/FcFgrr6L5XBGMO2EfvEdhNbM1u3jxcEAr7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+2THo+p3m0/KK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S/c\nPnYfH56kCAOW9/4YVcpNDdB3qQs/9/MFVlmT4+y/wkWrepZiU49GH//PopYZ3JZ04yfnBVWK7XH6\n2wxEb7tBh6xzLxZBD1jem2QmZOHOce10NzVB8NILYkPXerxAwAPTgsaSOycfkjNfBWtf51wEokqE\nPkvDMhKzsM3jALvn95hMPzcOHSa1AhUIDExkmOg7Qhi9dwiJu5HAVrTcxEN/jawUFbGK4h9NmkD+\npJ8Z5i1Y17fkm3rtRXxsgedxEWm4sz+F89OLzmHQ6j7c9asuOi9ZjKsYQSzYRdYF+8b4ssR7H4iP\n/xhiXpCwd/26C5KeJNP3WrSgaQJVrhon5wXxjtPawMTmT++dLtPbQmooYRG/R1fKlalUKBHwXSh3\nX+bKPx0XAByHNSUWtc1xesE5vZNI3I0EPAh4IozcWbzzp/0EJ2JW0wzHZvjpfdygf4WLto7VWK3W\nNYo9Jkgo3L7tSoN+CNdY71MTvL2ViLibCcKn9aeWdS0wPXgcfRDwhJxacFYn4hSVot5k215EvcaG\nHrsgt5Dz+dem0sImA2MbI55wJ3/+2nWshenB4+jg3/uR2BMP+IqWm1j0zpt6GV9X/ONJE8jfWR+z\ndwhtPaYFdg4+hAeBT5BfNZRfyrLL64h4++h9MvHESDQb4KCXJTWl+TuzpbVSaoK9o46xdw+SiI//\n6M/SBAbGMtR0rMaubInRq7DshVWXGZVQ5vpll2KPDVnfX7iyJYbq0462EIcmn2bVmthwx2FNi333\nhBAMXNWHPgh8QnSVFvsUTGQ4OS+ItRzalJe0e0wpwbAN/emT8y/I62tv9TZu3M0EPA19IZQlrdd2\nbEsYWsrFC6su6+0mde7nC6K9W31eVALNwtYMM8570ychz8nx2QFiRQvrRaUIuY7yaoxxhK++zA6M\nPwHnOe3hfdjrs/Zks5qm7P2jP2UECSFw6N0Ac6Mmkz7/6kEjVl/hK1tvEu+efqjT+9AV/y9IsxC9\nlnRD///2xPHZAbh95D5T54n4vdN2MSclh8wI9UZ5/tnaolAeriLYM/Ko+OFJCvEJGEPMSmhl6/1j\nDxp74qGQW06rpqb48CQZV7bdoF5bShbbrdO2Jmq3s2V+XxdX5tEFT0Jf4M3Vt3TIOvdSN5pqNK+K\nFoObiIcnn9bb2DH7YrkiJQf9/+tW6k3SpqEVus7twI74nBH1sfzjnMPvq2DWzNOBl6eROXRDf+Hq\nzlu00HNKF7yJiUd87DvBc3mvEj+rWXUTzAyfQF9EviJHp/uJFUlJiGoGQ/OKL88VqTnYM+Ioi952\nA97HhqMkhScrOwskPyt+46QCheOwpph/zYd0mdmenvkyGGs7bROfR+rXF0lT/L8iTQBw8mqGQWv7\n4V7gY5qXqSSW9SzIFP8xmnURaYlP5eG0wS6vI2Lys1Tq4z+alNYqaetYHSZVjMTbR3XPfXHOcWJu\nIGvoYsdrtSq+ZCzE8C0e9M31ePok7IWuQwLIn2gn5gYy12+68vLU2Ht9101If5shxJaghKQtspMV\nCF52kbj/27VcRXTnWe2ozERG/b4K0fl7vu//BGlxGcTj157lrmZsHaujTntb5r84ROcbRfDSCNGh\ndwNe1m6ziY0RZoZNoK+vviVHfE6L2qSVmMjARV7h3fO3txOxvvsunpeZx+df86GlXYNWdhY0/W1G\nqedBYiBBxymtyYKYaWg5tAk5OOEENrjtFhPv6+Z1ry3+X5CmqGaI9b2P3SOO8uUtNrDjswNQvVkV\nkakZ3lyNp3tHHmOpb/S/7BSkxeXhysPOoYdZ2ut0OsV/DDGtVnY00mFyK+HSxms6iynfOnKPp7xM\nI8M2li3IITeTo9O0tuTMonNcrdQ96Ds+O4CbVjdBh4nlW/EaWsjR+4fuPOiHMJ03Z879dEG0qmsu\nNvdsXO6xglTAsA39SezxBzq5d6rz1AhYcp53ndtBY0sFr835N6lnEa8qPO7ra2+ReO+9MOC3kqPM\nT2FsbYTZERNp/K1EcmjiKabpOVbnieWKaZQEzjmu7rrFdw05DMdhTci0oHFCWbWx5rZmRJGSU+6b\nMjCRwWVRFzov2gd2HWthm8cBbB94kKXF6X+Ol4R/LGmmvklH0L/CsK7rDvG/DusQvCyCW9e3ZIPX\nudPFD2djasBYgQgEU4PGwqymKV/ffdf/cXfdYU1db/g954Sw9x7iRMGBC/dGRXGCe2+t1k67f221\ne7dW27r33oqgIoqKe+PeAxUURTYkIck95/dHQBEZWbS27/PwkNzcmy+5ufc94/vO+2LV8M0GybNV\nBCZnoiKloyJwzrEkch3PTsklE2KGEX16vi0mNIEqV42kY8bZ4QI6g6zY6ftJ96866XUzd3q/NQTA\nj80/bRJzJZ95iOtxt0n/OT1pyRrastB4aANi626LHR8b3+tLOZeKKztusMEGyL75BHui2ZiGfM3o\nbUa3FMcXneVMRrkh5mzWjlZoNqYRiTbBoCzuqwQe2L2W0Lfw3NrRClMTxtDHV9PEmpFbuD72MuWJ\naZQFtUKDDZOipfgfDmHw4r4Im96xwmMcfOyhzlPrHcjW1QY9vu3M3jg4Fo6+DuLP9suweuQWrshU\nVnywCfjXkCbnHJejr2PlsE3i54Zz+Z/tluLh+cdS8zGN6JT40Xjv7GTS6/surFbHarCwkoFSCrm1\nhaCMYMCcnuy13SNAZVTMarEQGyZtF+aYK5RZMqiyK34fzjmWRa6XclPzyISYYcTOXb+pAkopanao\niqNzTxl9M+/6fJ/k7O/4Qr1gRYicFc4O/n68XH+d8sA5x/qJ0bz1lBDuUVt/nUxKCSJ+704vbr1K\njLGI5RLH1rd38QaRQcK5iqNBx4Z+0IYKidM93yQYHDc/XYGEmcdp8XIqfdH5k7bQqLTi9PJzBjcU\n904k48m1p3pNBxSHlYMV3jg4lqXfzcLKYZt5RaVmmlLENMpD2s10zOm0TDy5moa3jozX2yPd0cce\naqXWYE5y8nPAgDk92aTYEeCSEDObLcSWN3dWqOFpLF5p0sx+lIu4rxPwZ4el0ve1/8TOz/YJJ18H\nHjGzO/346lSM2zqEtRjfhJTlA2JhY8FzHupufPcAVwxbHsnGbRuC/HQl/63JfES9t9ukE2thJSMV\nkS/nHEsj1kt5aQo6IWYYKVlyUxG6fdGR3D18nxlDYPdOJONa7C02tLAmU1/UaOsPrwYefOen+4wi\n612f7RcyOSPt325p8PXl28gLQT0CpPXjogyOfXb1RaFIV6LnD4aRCKBT3e8/pyc5ufQcMg1MzsR/\nf1hyre4kBRihf0opRc8futD4Hw6TkuLQFSHuywQe1LM2jFkOKreV442DY2l2Sq5YMXhTubKLhT1N\nvUj94rZrYkH4alRt6YepB8cyW1f9r3cHbztolBpibK/bo7YrRq7pz0ZvGIintzPFL8Fzxe4vD5i9\nxvOVIk3OOa7uuonVI7eIXxrNlWa3Woz7J1OkpiOC6Wu7R+D9c5NJ75/DWEBodeijIi23tUD2wxfJ\nxruBJ8ZuHsxGrO6P1Mtp4peGc0XsFwfK1LYs//3lTFWObSrnHIt7r5Xy0xV0fPRQYsgFVARHb3u4\nVHeWTi0/b9AH1Kp1QhwhoxpCX6HZ4hi8qC+9c/AeK8seoyyk3UrHufWXSP+5PYmxVh3dvujI0u9k\nsis7b+p9jCJDibhvDpLwb0OpsaK0VVv4oUFEoLR65Fa9CTvtZjoubLnKBs433gK4bngAnKs6Snu/\nLdsEriTuHn2AtJvppOd3oUaX0FlYyfBGwhiWn64Qywdu4GXVjWoLKu5patUSoj/cI0V/EIfeP3VB\n5Kxwg9eOW1hbwMJKhjQT65P9mnhj4o5hdOCC3uTG3jvip/pz+eG/Tpr0nsXxj5Nm7pM8xH9/CH91\nWib9UPtPRH+4R9h52PLeP4exj65MxYToYazVxKbEraaLwfqCNi7WNDslt9QW0r+5LybtGk4Hzu9N\nbu27y39uMEccmHnMoFbJytESigxVqRc65xyLe62RVDkFdEL0MKMIswihH7Zmp5ado4ZkPA//dZJz\nSYiun7c3Kqadmw2ajAhG1LTdBs23rRm1TWo0uL5UXpa+Iti62qDLJ+1EzEd7uL6/R9xXCZKzv4PU\noG/FyZ/yEPZFR6bIUDJ9b7Idn8Tzmh2qclNV4Act7MMubrvG9MkECyEQ91UCr9830GTREZmlDK/v\nH80KctViaeR6XtrISaPSgtKye5pZyTlY0H0Vv7nvDqbEjyLB/eoa/XnsPGz5w8ICd1NACEGtjtUw\nNWEs6fVDF3picaL4ueFcnrj+ksnv/Y+R5tXYm/JfG8+Tfm+2EHcO3ZcaD65PJ+4ajg8uTCF9f+3G\n6nStCVOWOQKAk58DyUjKKvOue35ix9A+v3YjiWsuil8azuMnlpzV6/2tnUoXIuacY2H4aqkgT0PH\nbx9KbFxMszcI7B4AJmf86i791odnJGXhyJ8n6YC5PSssuSkPYdPbQ63QiCKV94pwYOYxqPPVtOtn\n7U0W4AgZ3ZBYOViS2OkHKtw35XwqLkdfN4vnj5W9JSJmdcfB34+LipKGtxOS8PBCKomcHW7yfeRa\n3Rm1u9YQ0R/EvWQCVxJ3jzxAxp1MEv5NqKlhAQAyuQxT9o1mkkYSSyPWcWWJ0ZNOILj0DsutA0mY\n23k5HHzs8c7JiczZ3zTLXEcfe/70RnrFO+oJSgnq96mDd05MIJ3ea03ivkzA/l+OmlSO8o+RpuKp\nkjYaXJ99eHkqJu4czlpPDiHuAa4G9ybLg0s1J73mpwghz/zLw6Z3oAdnnRC/Np4nleaeWBw2LtZQ\nlsjUcc6xoPtqSVug1RGmmfxgGvQLpEf+Ollht6vIJK1qSz9enl2HPqCUovfPYXT/D4dJRQSSk5qH\nI3+dQr8/ehBTGztAV9AcMbM7SVx3EblP8srcj3Pd963Xp44w9YYtQu3ONVCrYzW+evjmMrv2XOKI\n+XivaDaqIbEyk5BFxO/hJP12JrlazrSEEAJxXx7g9fsFmtWehMkopsSPYoQSsaTP2hcy0DqBYPoC\n0XCJI/77Q3z9+Ch0+rANRqzqZ1IDXQSXak4kPcn0gv+SYBYMDfoHkUaD6vECAzL0peEfI01HPwd+\nfOEZmOINXhHcA92Q8yhP7+9IGUWjgfXw7qlJpN3bLemuz/ZhZvMF0vU9pavh2LrZQJn9XB6Oc44F\n3VZJkkYi46KGEmsn80lbhX7YBk9vZdCKagkvRV3H42tpZNDC3mb5bQPDasKtlrO0+4v95c4NrB6x\nWaoTVlOq2b6qOcIC0E2h1O5cQ1o3tuykUOKaiyLvST56/2xez5+eP3RhGfeyWFn+3YlrdVqZnf/X\nzmwxLaxkaP9OS7Ljk/gyxVPuHLyHzPvZJPyrTmaLWwRKKSbtHsEsbCzE4t5rRX66rqHUKDUvJILy\n0xVY2m89P7PmIsZtH4qW45uY7TO4VHdmOQ/zzJq54RLHmVUXxMyQBbgWd0s0Hqx/JUlp+MdIs1bH\nauoun7XHunFRuLT9mvl1sgD4NPBE/lOFwTeTTM7QfEwjMu3MawgZ1ZBsfn0HZrddIiUdf7Fe0s79\nuaYm5xzzuq6UuCTI+KihtOQaYFMht5HDp6EXP7aw7PXoymwVdny8F13+196sAruDl0awa7tuseTE\nR6W+fmrFOWQn57Ie34aaXRez+9eh7Mn1dFaajJsiU4ndXyWQ8K86GZ38KQu2rjbo/WNXxH2VIEoa\nlRXkqbHnm4Ok24yOZuldFUfrySGQWTF+eM7LKldFc5nB/YL0LqA3FJRSTNgxjFk7W/FFvdaIvKcK\nXfa88Pw+OP0Qf3VYBsGFePfUJOpdz8Os8R187KHMUpmFNIUQuLn/Lma3WSLifzwsun/ZCW8fncAq\nssqpCP9oIqjF2MboO7Mbot7dTU4aUadWEZyrOYJrOUpqbeoLuY0F2r3Rgk478xrq9a5NVg/fjDmd\nl0tFSiz2nrYoyFcTScsxr8tKiRBCxkUNoZXlrtjty4700rbrZa5Hj/syQbL3spWajWpo1riO3vYI\n7l9XbHsn9iUdSGW2Cnu/OSR6/xKGyrCmtfewRaf3W/Pt78e9tD487usEVHM0KQAAIABJREFUyamK\ngxTc3/jEQ3mo16cOfBt78bVjol4IfHDWcW7jai01HFA5cSNn92BH/jpFS1Z+3DqQhKzkHNLty46V\nErcIlFKMixrCHLztxcIeq0XmgxxQGcXR+af5isEb0XRkMCZED2OV4V7q6GMPdb7aZF5KvfwES/qu\n45smx4gGfeuQ989Ppo0GmdbDLMI/nj2v3ycQQ5dHYu83B3Hgt6NmEUwtAqUUFjYWouTFZyisHCzR\n+aO29J2TE1GtdRUs7rsOC3uuliSNhII8NZnXZYVEGSFjtw6m5prfKg0+DTx169E3XH7pJCWffYRL\nUdfYsOWG1WTqi57fdyaKdCUS11x8Ifaa0du4X4gPr1tJ7pkA0GJ8YyqzlNH47w492/bwwmNcjrrO\nhpoh+VMWCCGImNmdPbzwmF6JuQFAlyk+sTixVK1Mc6FaSz/4BHvwXZ8/r5PVzWUm8EaD6lVaL7M4\nKKUYu2UwdfJzEPt/PIzsh7myg78fJ8NX9UPnj9pWWlwHH3tojChwL0LOo1xsen2HtLjPWjh425H3\nEl8jnT9pZ/AS0PLwSthd1Gjrj7FbBpNlAzbQ/KdKKfybUL0cIfWBhbWM5zzMZYasTCkLtq426PF1\nKGszpRn2/3QE6ydGgwDIT1ew0RsGmpzt1wctJzZhR+adFs3HNX6WNJO0HFve3CkaDqwL56pOleJZ\nQRlF96860h0fx6Nur9qwdrLC5ZgbSL30hL55eJxZE3glwSwY+v7Wjawdsw2tpzSDtbM1tr0Ty+v2\nqk0q6/sWwcHbHt1mdBDRH+4RAV1q0N06rUzi18S7Ujscgxb1pbNaLsL9kynwb+6Lm/F3kZOaS8Jm\ndDRbjJzUPDy6+BhPrj1Fxt0sZCVni7ynCqkgR62zKFZoqKTlFJRAUkuQyRn2fneI1+8bSJsMq29U\nUX1FsPeyg1alhVqhNuj9C/LUODT7BD++6Cz1qu9eZChXKdfGK0GagK7ofHLcSLKgx2qiyFBI/f7o\nwZiF6Y25pZ1c5JjY0ywJRx979Pk1jOWnK/idw/cpBMTi3muJVi3B3stOuNV05l71PKh7bVfiWsMZ\nrjWdzTZ0bT6uMQ78cgx3jzxAjbb+AIBjC05zdZ4aPb7rXKk3cnC/ujj85ylp77cHEf5NKIv5cA/v\nNqMDcfCyq3RDtupt/FG9jb+0fsJ20mhgPZL7OA+vxY2s9LgA0HREMElcd0ksiVgnnt5MZ28dG1/p\nMe3cbNBoYF1EvbdbTD0whsR9ncCbDG2g19wt5xyZ97KRejkNT67rCDE7JQeKdKW2IE9NNMoX3Szt\nPW25UxUH4dvQizn6OcgcvO3h4G0HBx97PL76FOvGbgOzZKjXszaxdLAUp5ad43u+OUjtPWwl/5a+\nrPmYRvBr4mOW781kFFYOlki9nAb/Zr4V7i9pOc6uviDivz9MbFytxagNA+Ef4lOpnlOvDGkCOqXp\nqQlj6byuK/jqEVukocsimD4rf8qDras1yzZiHXN54BLHptd3SA/Pp5IabfwFKOHDV0Sy3LR8JB25\nT5LPPGIp5x6Jq7tualXZBbQgt4AyOYNTFUfuUcdVeNXzYK41neFWywXOVZ1gyMoZSilqdqyGo3NP\nSTXa+rOs5Bwk/HqMDlnS16xDkLIweFEfNq/rCqReSRMu1Z3QdESw2YmL6/zNwYs8zwulyTp90Jot\n6rUGjy4+QYdpLUnmvSydF7tGgqThL/izS4Xbir9W2r7aAp0nu1alFZJaEtoCSWjVOptjSaP7r1VL\nRJldQDKTsgiVU7Go11qp0BmUMAum80m3ZFRmbQELGwvIbWSQ21hAbiuH3E4Oy6I/e0tYOVrC2tES\nVg6WsHa2hqW9vMzfLfzbUPwSPE9smrKD5D3JJ10+bQ9Jy5F2Mx2pl5/g6c0MZCRlIedhrlBkKiV1\nvq53qFFqCZVR2LpaCwdve+7k74hqraswRx97mYOPPYpI0crBEkQ3RCj1AtSqJUS9GyuajWlEXKo7\niX0/HhEfnJ9Cu37aHnlp+bidcI9d2XFDWj5oE2MWVLhUdxb1etemTYc3gCmmaHYetjz10hNaHmkK\nIXAz/i52fLJXaAsk0ePbUBLcv+7fYvdLzDmHaAiajWqo7PVj11LPrFqhxtzOKyRrJysyav1AkxIr\nm9/YCcGFNGBOT7OcUEnLsfG1aOnB6Yfk9X2jqaThmN16Ed48NA6OZfhLc87x+Eoa7h1PRsq5x3h6\nK4PnP1WIgtwCqlFoiLWLtXCt4cy96rkT99pu1K2mM1xrusDe07bUYW9Oah5mt1qEN4+MR9S7sRKX\nBBmzaZBJjFnkra7KKYAqWwVllqrwceHz7AIonip4foaS3zpwl6nzNMTBx15Y2sm54IJwiUNwASEJ\ncC6IkDiEAAR/Rn5EcB0JPvsTKPZYAIXbAOi814nOX/3ZY/L8szI5K+7LXuTb/vxx4XbKdI8pozrv\ndKbzaaeMEmZBKS30ZS8kPzALBpm88LGcQWape56cmIp7x5Nh42Ylwr/qTLQqLTRKDXT/tdCoNFDn\na7g6Ty3UCg3U+RqhVmigUWqIVqUlGqUW2gIt0RboSLiIlAUXz/zdC73cBWWFHvMyKriWE3WemhJK\nBGEUGqWGWFjJYOtuyx297YRzVUc4V3WiDj72xMHLDg7e9rD3toOlrelD54OzT/BTyxLFu6cnMSEJ\nzGy2ULR5vRlpNanpC/txiePh+ce4sfcOv7rzJjKSsqitu43kH+LDmo1uhKotDasXXj1yi9bZ31HW\n49vOpb7+6OJjxHwSz5/eTCctxjchHd9vZVCH4cTis9j52T6jG/tXqqdZBLmNHG8cGscWdF8pLeyx\nWozdOlhvZaCScK3hhFv7k8zyuSSNhA0To6WUc6lk6oExtGjI7VbLVTqxJJGEfd6h1F+OUgrv+p7w\nrv9MOf7ZfgV5atw7/oDcP/WQPb6ShjuH7kvKLBUpyFVTwQUcfe25e4Ar96rvwdxquTwb7rvWdJE2\nvhbNnlxPp9NOTywsexIoyNUR3XPSe06AykylyE9XckW6UigylUSVXUBUOQWkcMgGAEWEofNTl1Mh\ns5QJC2sLIre1YNZOVtTG2ZpKWi4oI3Cr5YLaXaoznQc702kuygioBQOzoDqvdgsGaqHzbGcyCiov\nfE1GIbNghc9125gFBZPLUNYQ9MzqC4j7KgEARM/vOyO43zP7jEodpisylPi95SKEf9MJcV8dBJNR\n1O0XVNquBjdcXOLQqLTPybeIZAufJ669iBt778DeyxbDV/Un9p52Re6klTqsyErOwaFZx+nQ5ZE6\nQqJAl0/bkbivEniLCY1fKLWijMKviTf8mnjT0A/bQJGhxO2EJHZ11y1pzaitDBTCpaoTD+oRwJqN\naYSKyvFcqjnR9DsvK7hnp+Qg7qsE6cbeO6xOWE0yZtMgsxb464tXkjQB3dzGa3Ej2YpBG6X53VbR\ncVFDiKFyXwDgUccNZ1dfNPkC06olrB8fxVMvPSFTE8a8UIfZ9fP2bP24KHR6v7VeQiLFYWknR+0u\nNVG7S82iTc96xJn3s3D3yAOakphK7xy6Jy5suiKpcgpoQZ6aEAImaTgsbCzI7DZLhDpfQ7QF2sIe\nEwWzYFxHfExYWDFY2Miplb2cWjtbM3svW3jV94Cdhy3sve3g6G0HJz8HWDs9m3ct01v97NqL4tru\nW+j1WzdETYsjfX8NQ2l2HeaGWqHGnq8Pil4/dCEalZbs+CQetTpWh6lLVPXB7i8OSM7+DggZ0ZAp\nMlRk+wdx4p12E4ipU0eAjnAsbeWl9gxzn+Tj+p476PVjF+z6bB9u708SzcZULOhsDsR8tEfybeyF\nGm39n12PDSKDEP/DYXJ07ulS7SqKYONijQaRQWgQGcQ4F0i99ITcjL9DL2+/zhNmHqc2rtaSXxNv\nFjIiGDU7VHvpeOeqTjTp6AMJhfeCKrcAB2ed4CeXJFLvBh7kjcPj4Oht/7ech9LwypImoOuhjdk0\nmG2YuJ0v6L6KjNk8GJ6Bbga9h3ewJ/LTlUQIYXSGV6uWsHb0Vv7kRrqYmjCGlZyvqdmuKiwdLKWL\n266xJkMbGBWjNDj7O8HZ3wmF7/ls7kmVU4A5octFfno+8Qh05Z0/bkcdfXVzVcVaXrP3RHKf5CN2\n+n7S+5cw1O8TiFPLzvNt78aKkWsHmOzuWRE2vhbDPQLdUD8ikBBCcGJJorTz03gMmNurUuexHpx+\niCs7brCpB8cCANq/1QJnVp7nh/44QUI/bFupvb0dn+yVPAPd0LB/XWbjbE02TNwO/5Z+Bt8DhuLm\n/ru4fyqFvntq0gs/KpNRdP20PYmdvp+3nhKiV2E/pQQ+wZ7wCfYkHd5tRZRZKtw5dI9djb0lbZwc\nw4QkhFMVBx4YHsCaj20EW1cbOPraQ5VTICQtx5mV50X8D4eJnbutGLNpIPya+PzjZZL/+AfQB4MW\n9qH1+9QRi/usxYPThi27dPS1hxDCaNdIbYEWq0dskdJuZog3Esa+RJhFaDa6ETv0xwlR2XPEkpZj\n/YTtkoWVjE+JH40nV59SZkHhWt0ZlT1UiX4/TvIIdHumJDR0WV+akphKL0ffqNS4906mIOnoAxrx\ne/dn5mzDV/Zj1/fcYXcOGW8VUREkLcfWt3eJRoPro7ijZf+5vdix+WfMYopWFm4fvIc7CffYkGUR\nDAACQqujXp86Yt2YbZXqT69RaRH17m7RekozUtowun7fOrCwsSCHZp8w6v2tnaxQr3cdDPirJ/vo\nylSM3TaE1I8IpDf23pF+azIfvzaeJx2ZcwrKLJVsVstFIuH346LXD13w5uFxzFwZelPxryBNAOj5\nfRfSenIIVgzeiFsHkvQ+jlIKuY2FUWVHGpUWq4Zt5hlJWeSNg2NYeZYCbd9oBkW6EvdOmM8OtiSE\nENj+fpyUdiOdvBY3grnVcEGLCU2wacoOUZ6IrDlwLfYWko4n02HFBI2tHKzQ9fMOJPrDPagsiwHO\nOTZNjuFt3mjOi4tNO3jZodVrTbHlzV2VRiInFp3lBXlqEf7Ni+u8/UN8UKW5L4/+0LzOnUUoy5++\nz69hRAjBd31mnDi0Pjg0+zhnFpR3fLdVqa9TRhH2eXtyfOFZvWX7ygIhBF513dHuzRbktdgR7INL\nr6PHd50Z13IhaXUVDq/vH00bRJY6f/yP4V9DmgDQcVorhE3vgPXjo3Bxm/7r1S2sLXjOo7KVckqD\nRqnByiGbeFZKrpiaMIZWVGhLKUWtTtVx+I8TlXZBJ/x2TLoee4tOih3x7PN0+aQdmJzy+O8PVVpc\nVU4BoqbtRuiHrV9SbQoZEQynKg7Szv/FV0r8vd8cBJVR0nZq85eu1dAP2kBmyfi+H4+YPXbOo1zs\n//kIjZjZvdRh6KD5vWhKYiotS8zFFByafZxTRl7yp6eUYvSmQezS9uv06i79BZr1RUZSFo7OP0MH\nzCt/yiOoZ21Y2VuSA78eM2t8K3tL+Df3RfrdTNLpvdbwbeTFZ7VcLE6tOG/WOKbiX0WaANBsdCNE\nzArH9vd2kxNLE/UiTkt7+UsK7uVBrdBg+aCNPPdxnph6YAyT6znh3/2rjiTp6AOWlWzeulAASFx3\nSRyde5qO3jTwJdvf4Sv7sbNrLrLks6ULapiK2On7JTsPG6nlhKalvl40VL6dkGTWuNmPcnFq+Xn0\n+yO8TBX4IUsj2KkV51nq5SdmjR3z8V7Jq4EHL8vCwsrBCm2nNiPRH+wxqxdN+p1MHJ13hg4sg7ic\nqzgibHoHsvXtWIOu6YpQOIrh1Vr68SpNyx8GU0oQNqMDObkkUZjbSiJq2m7Jtbqz1PaN5hi2PJL1\n/a0b2fvdQczvtlIqUl36p/GvI00AqNerNoatjET8d4ew/5cjFYq22rrasOzkbL0ItiBfjeUDN3BF\nplJMTRhjkCiBvYcd3Gu7SscXnTHrlXTrQBJ2fhpP+s/tSYqVLT2De4ArmgwPxsbJMUIfd0FDkHTs\nAS7HXGfDV/Uvs/fh4GWHNlObYctbu8w6TbB21FYpMDxAKk8X1KuuO+r1qi02T93JuWSe037rQBKS\njj6gQ5dGlHt/tH+7JZgF5Yf+OGE2VZ5t78byGu38uV85xBUysiH8Gnvx9RO2m+07X4u9hUcXH5OB\n8/WTFAzsXgu2rjaI//6wWeIDwOWYG0g6lkxHrHl+rdXrVRtvHRkPRz8HzGq5SJxYmmi2eMbiX0ma\nAFC9tT/GRQ0lxxedJTv+Fy+VVN8pDqcqDki/k1XhEK4gT41l/Tfwgly1eH3/GGaMMELXzzuwM6su\nUnORx6OLj7F+wnZ0/aw96nStWeZ+3b7oACEE3//LUbMRtkalxeapO0XzsY3h5Fd64X4ROr7bCnJb\nOTfE56Y8nNtwGZn3s1n4150qzI73/b0bUWQocHzhWZO/uy4REitaTQ7RS0C6/9xe7Ni80zTzvume\n25eiriPtejoZOK9XhfflsJWRNDs5Bwd/P27y+VYrNIj+cA86TGtF9LUCJoQgbHoHcmbVBaPth4sj\nP12B7e/tRtj0Di+dd1tXGwxZ3JdFzg4n+386gnldV0jmtOI2FP9a0gR0vYzJe0aRK9E3yKbJ0VJZ\nHjquNV2Q9SC73JoYVW4Blkau41qVRkzZN5rJjFz3XqOtP6ydLKULW66YnEbPSs7BisGbEDIqWDQf\n27jcfSmlGLosgp1YnEgfXjDdYwUA9v90hFMZ4V0/1c9naNjyCJa47hJLOZdqUlyNSovYGftF+Deh\nQh/iopQiYlY43f/zEWrq1Mih2cc5lVHe6b3Weu3vH+KDKs18efQHcSaR1zMt1M/a61X/KZPLMGxF\nBD0y5xS7f8q05OOBX45ySzu51Pq1EIOOq921Buw9bIUxtsclETVtt+RW01kKGRFc5j5B4QF46+h4\nuFR3xuxWi8SxBWdMjmsM/tWkCejmeKYmjKEPTj8kq4ZtLtWK1CPIDbmpZSu4q3IKsKTvOs65EJP3\njmamCto2H9uYHf7jJEwpP1JkKrE0cp2o1sqPd5veUa8iSO96Hmg4oK7YNDlGaNWmdUAeXXqCk8vO\n0aHL9Jeacw9wRcOBdcWmKTHCEBO4ktj0+g7uVtNFNBxQV+/iz4BO1VElxIdve3tXhdM1ZSH9bvnz\niWVh0IJeNDkxld7Ye8eouACw5+uDkr2XbbmkURK+jbzRYkITrB+/XZT09dEXaTfTcXLZOTpooeFu\nmoQQhH3RkSauuyS0auOnhS5HX0fSsWQ6fHXZU0BFsHG2xqAFvVn/OT3Jwd+PY07ocinnsWFJXlPx\nrydNQNd9f/PwOJqdkiuWRr5sDOXT4HmBe0kos1RY3GcNp4yIyXtGmkyYANB6SgiU2SokHTXM/rYI\nGpUWK4ds4rZuNnzw4r4GfaCeP3QmGqWGH5x13Ogxk6Tl2Pz6Dl6vTx3hVdcwlese33UmGpVWHPqj\nYj+j0pB85iFuH0iiEbOe12Tqi8GL+9JHl56QS1HXDY4rhEDUtN28epsq5c4nloaipND29+OMSgql\nnEvFxa1X2ZClEQYTV5dP2sHW3YZveyfWYC1aIQSi3t3Na3WqJkqbK9cHtTpWg6Ovg4j70rjeZt5T\nBba/H4duM14elpeHOl1r4q1j4+ER6IY/2y4R5rTorQj/CdIEdOvVpx4cywQXYmH4apH7JP/Zaw5e\ndiCUQJn5IpkqMpRY1HuNkFnJxKTdI5i5VIIopQgIrYFDf540uLvFucCGSdFcma0S46OHGXwTUUox\neElfdnTu6Qr9hMrCsfmnuTJbhb6/Ge67QynFoIV96OE/T9K0m4a7Cm54LUZqPSWEu9V0MfhYSzs5\nwmZ0IDEfG143eiXmBh5fTSMD51c8n1ga2r/dEtSC8sN/GpYUkrQcW97YKYL71xWu1Y2zAR6zaRBL\nOvqAJq69ZBBrXoq6jqe3M0j/v3oavZyLEIJuMzrS8xuvGNxg6Eg7VnKr5SI1Ha5/D7sI1o5WGDCn\nJxs4vzc5Ovc0/uq4TMp+ZF4ZyNLwnyFNQLfMa9LuEczRz57P77ZSFF+xYWEje0HBPT9dgUW91wgr\nB0s+cedwsxFmEbp/1YncP57MDE0Q7Po0XkpJfITJccb3ev0ae6NuzwCxcXIMN3SSPiMpCwm/HaP9\n/zLe/tc/xAcBodV1Ge1yEnQlsVenzE7bv9XC6B+j6bBgOFdxlHZ+qn8BuCq3ADEf7UXnj9qa5K00\nYE5PdnTuaZr5QP/f/OTSRKHKKRA9f+hsNHHZOFsjclZ3suvzfeTprQy9jlHlFmDH/+LR+ZN2Jote\n1GjnD5fqTmLX9H0GHXd5+3XcP5nyQrbcGASEVsdbR8fDu4EH/my3FAdnHTfl7SrEf4o0gcIC4A2D\nWNWWflgYvhpFvS25tQXPKWyF8p4qsKjXGmHras3HRw81O2ECOhFZj0A36fiiso3QSuLI3FP8wpar\ndOKOYdQUPUIAiJjVnSizVNDH9rcIQghseWMnr97GnxcJHBuL/nN6kOyUHJzW0/spJzUPJ5YkInJ2\nOJFZmnYTD1vZj12Pu83uHL6v1/7x3x+WbFyspYqSbRXBv5kvqoT48OgP9FsplPMoF/t+OEz6/hZm\nskFbYPcA1OlWU6wds02vsrP47w9Ltq7WZvGTIoQgbEZHemnbNb1XZ+Wl5SP6wz3o9mXHUpdrGgor\nB0v0+6MHG7K4D44vOos/2y+RDGm8DMF/jjSLMHBuL9KgX5BY3Hct7p9KgaW9pch5mIu8tHws6rla\n2HvbibHbhlQKYRYhbEZHdnbNJaZP+dHFbdfEgV+P0hFr+hNz+HdTSjFwQW96cNYJvYfJiWsviae3\nMzBwgen2vzK5DH1ndqd7vj1E9CnCXjt6q1S7Sw2peusqpobWLbGc2ARb39xZ4U2cevkJzq2/xIYs\nNY/X0KCFvWny2Uf0RnzFSaHoj/ZK3g08eTGFK5PQ788eRFOg5bu/PFAuaadeSUPiuktsiBn9laq3\nrgL3AFcR80l8hY2kEALb3omV3ANcpSZDzCdwAwA1O1TD28cmwC/EB3M6Lcf+X46a9f2B/zBpAkCP\nb0JJm9ebYeWQTVArNLLks4/Ewh6rhZO/Ix+3ZYjZ7VdLolpLP1g7WUnnN71shFYcScceYPt7u0nf\nmd1R0WoMg+K38ENAl+pi05QdFRZB5z7OQ+yM/aTXD12ouYQ/AsNqwreRl7Tt7V3lJikubLmC9LtZ\nZrUADv2oLZic8f0/l123yrnA1rdjeVCPAOEeYLqHFKBLCrV5PYRsf6/8pNDNfXdx79gDOmSpYYm+\n8qAbZQ1k5zZcYWWRNucC296J5UHhtcz2nYsQNr0DvbrjRoXur5e2XRMPTj+kw1f3qxSFKks7OSJ+\n686GLovA6ZXnxew2i6VMM4qr/OdIk3MBZZYKGfey8PDCY/g18UGdsJrIfpiD8xuvEEt7OczZwlaE\nFhOasMN/niqz/OjJ9adYM3orOr7XCvV71zF7/AFzepHcx3kVFn5vfz9O8gxyk+oXKhiZC0OXRbCH\nFx7Ty9tLz2hr1Vrs/Gw/7/5lR2HralPqPsZiyJK+7NTyczT1SukJscQ1F0XOo1z0ndndrLp2Hd5p\nBSaj/HAZUyMapQZR03aLNlObGZQx1geu1Z3R+eM22Dx1B3JLKcU5v+GyyE7OQd+Z3cyu5Ve1hR88\n67rzmI/3lNlC5qXlI+ajvST861CzDMvLQ422/njr6HhSvXUVzAldjvgfDlV8kB54JfU0ORcoyCmA\nMlv1XIW8UIFcmaWCIlMl8p/mc0W6EopMFVTZKqLKKSAvCvEywSyoYHImZJYyYWljQbVqTrMf5pGf\n6s2BlYMl3Gu7Sr6NvahXPQ/iGeQG15ouBvn16INWk5rg0O/HcffwfdRoV/WF13Ie5WLZgA0IjgwS\nbV5vXimClExG0f+vHnTd2CgEdq+F4kpBRbi66ybunUih756aaPbPYGknR9j0DiT6oz2o0a7qS6LB\nm6fuFC7+jmg8pL7ZY3vV80BQjwCx+fUdYkr8KErZ8z5CfroCu79KIL1/7krMUWZWEv3m9GSrhm5C\no0H1UFI8+8Bvx7jMkokO77SqlMa75YSmuLLjJt8wMRpjtw2hRc6uyiwVYmfsJ+HfhFaaDXDY9A5s\nxeBNUOWoXvIJKhqWewS6otGgen9Lx8XSVo7eP4exBv3rYtOUGHFp+w0eFF7LpNj/mEeQRx037h3s\noT/xyZmwsJYRCxs5sXa0pDYu1rBxtYGduw3sC71RHH11f6VdEHFfHcDFbde4KruADl4aASIE7hy6\nh5RzqSIrOYersgqoWqEh9l52wjPIjfs18aaeQe7EI8gNTn4OJlnUbn5jh8hLU/DR6wc++7FUuQVY\n0G2VcK7mJEau6V/pPf41Y7bx/Cf5GB8zjBa3R1ZmqzC71WJ0eK8VWo5vUmnx54WtlFyrO2Hg/OdF\n1CnnU7E0cj1e2z0C5h4qFkGSOH5tNI+3e7MFaTWp6bMvvnnqDintZgYmx42stJt3xeCNnFAiRq4d\n8CxG2s10zO+2CmO3DYFvsHG1kfpAo9Lit6bzeevJIWj3pq4aIWrabinlXCpe3ze6UglrWf/13Nbd\nhgyc1/uFm+bClitixyfxePfURGJqotNQqBUapN1IR9S7sci4lw2NUvPv8whKu5lO1AoNC+xWE/7u\ntnDw0lmGliC+Mm0XDAWXBDwD3UX19lWxYXwUxmwejK6fdSiKwQDdKpxb+++SpGPJ7NruW/zUivNc\nlV3AuMThUs2JezfwFL4NPZlHkDs8A930tlro9kUn8nvzBSzjXhZcqjpBq5awathmLrOWieGr9F9x\nYwoGLehFf208n59efk40H9v42TmNnXFAsvO0RcvxTSr1cwxfFclmt16CWweSUKtjNQDAhonRUssJ\nTYh7gGulNRqMUUTOCqcbJm5HUI8AOPk54P7JFFzbfYu9cWhcZYUFoEsK/RayUNzcdxcBodUhhMDW\nt3bxWqHViG+wZ6VK3VtYyTB0WQRdOWSTboRDgEtR19jr+0ZXZlhUG1nZAAAcTklEQVQAQNfpHeiy\n/uuhzFI+s1DJfZKPmI/jSY9vQ01yqiwLXOLITc1D5v1sZN7PRkZSlki7kc7T72SSnIe5VK3QwNJW\nLqgFhRDCpHP/j5FmlaY+0uNraczCxgLt32pR6fG4loMwItpMDoEiXYHlgzZgYsxwuNV6XkRt42yN\n4H51EdyvLlBsvjf9biZu7rtL759IwZlVF7T56UqqyimgFlYyuAW4SL6NvIhXfQ/qGeQO9wCXl3yC\n7Nxs4BnkLh1feBbhX3diW97YIeU8ysVbR8dXava+OGRyGSJ+7043TY5B7a414eTngKRjD3Al+voz\nK4fKhL2HHdq92Rxb39ol3jo2nhydcwpcI9EO01pVutdLQGh1+DX14dvejcXINf3p1rd2iSbDgolj\nJXsbWTlYofWUELL9vd3i7eMTyKWoayIjKYuM2zbkb/G38W/mi6Yjg7F27DZhZW8p6kcEEueqTpUe\n27ehF6qE+EpR78XRIYv7EiEEtr69S/IMciONBtYz+oJX5RQg814WMh/kIPNeFp7ezJDSbmUg+0E2\nzX+qIMySQW4r55b2ltzew1bmWtOZVW/rD78m3vCq54HUy0/I8oEb4F7btFHNP2rh23hYA6vlAzeg\n+djG6PJJu0qNF/PJXuQ+ytMOXRYhA4Bt78aKG3vvkNdiR5RpvVseOOdIPvMItw4kISXxkci8ly0p\nM1WsILeA2LrZCI8gd+7X2It51nWHR6Ab8tLysXr4FjQeUp9f3HYNbxwcS82d+NAHK4Zu4lqlFiPW\n9Kd/tFksGg6qRyr73BfH7DaLJb+m3ri28xYbvKQvaravWvFBZkBBnhq/hcwXvo28yZNradK0s6/9\nbQ3WbyELpKDwWuTchss0/OtQNBpUr8x9hRDQqrTQ2f/qbII1yqLnGmiKbS/aR51bIAry1bwgVw11\nvkYU5KmhUWqIWqEhGqUWuY/zKKUEDr723M7NVti52wg7Tztq525DbVysYe1sDRsXa9g4W+keO1uB\nGSlYU4RHl55gSd+1eOfkRNw6kCR2/q/iYbmkkZCdkvuMGDPuZoq06+lSRlIWzUnNpZKaw9JOLuR2\ncsnG2Yo4+Tsyjzpu8GnoiSohPigvqZZyPhVFXGPvYWuShe8/7nte/MtU5s27/cM4KNKV2iGL+z7r\nXa8ZtZU/vppGJsWOIOYisII8NW4fuoekw/fx6OITkf0ol6uyC6i2QEuYBQOEgGstF8nBy04UOUfK\n5DLC5BRMLiMyS0aYBSOsmNUts2CF/198XPK1UvcttM+lFgxMRiFpJfzVfplwruoIRYaST4kfzSSN\nBK7lkDS88L/0wmOu5ZDUEiQtB9fwwv+655L65WOL9teqJSGpJVH4H9oCCTmPcvHg9ENGGUW11n5a\nIb3ghU54KZ7oECX80rkgJT3TS31NFB2rI6OCPDXhWg6ZnMHCxkJQRgCi80svekwZEUV+64Q9e03n\npc5ooZ+6rrxH56f+3GudMkoII4IW7ccIKCXISsklD8+nMgsrGao089Wq89WkkPyIRqUlWpWWaAu0\nunOs4c880Av/RKEXOqiMCiajglnofk+ZJSMySxmV21gQCxsLyG0tdM6W9pawtJfDysESyiwV9v9y\nBEICwqZ3gCJTibzH+ch/qoAiU8kL8tRCo9QKbYGWSmqJaAt0nuzMgsLS3lJYOVoKGxdrYetmI+w8\nbIm9px17Rq6FRFtEvCVL1VaP2CKpFRr66NITorNcDoIiQ4nMe7ohdOY93RD66e1MZKfkUGWWilhY\nyyC3lUtWDpZw8LKjbrVciFd9D/g19YZbLReD/M2LUJJj/vW+574NvTB64yAsH7gBACqNOIVWoHj2\nFACGrYiki/uskZb2W08mxAyjVvaWJsextJOjbngA6oYHAMXmS7Mf5WJu6HKpIE/NADBHH3tIGg6t\nWgttgRaqvEIiKiIsDYeklQTXCiEkLrgkBJc4EZIQggtwzlFIOKQYyZBiJFKcWAgKt3MuwCVOnlxP\nB9dK7OcGcwqJoPCP6AgAFM8eF99e+CcKyQKEUVBKCHl+oxPGCKEyRpgFJcyCEaqzFAazYLBxsQbX\ncAgu4OzvJJNZsmexKStOTDrCKb792X/6/Dll9Bk5kcLnz/enOoJjFERGsWXqTq7IVtIa7fx5iwlN\nqZA4uCR0jYCkO/9CEkS3TYKQBLiW686ZRvdfSPz5Ni1H0XsIqWjb88dC0p1vKiMQQoBZy4R7bReZ\npb0lrOwtYe1kBSsHOaydrGHlbFVIQDYlfd+NntfXqiXMCV0uGkQEIelYMrdytGStJ78g/1YqA0la\njpyUHGTczyZZD7JJzsM85D7OQ86jXDy+kiZUOQWSRqFBIcFSrVpLtCoJlBHI7eSwcrTiNi5WQlJz\nknYjnYAI7P/pCN/+XhwFASxt5dzSTs5tXK2pSzUnVrdnAHwbe8OvsRfkOitjs82vV0an7B8nTeDv\nIU4u6Vrwkhi7bQibG7pCWjl0Mx+zaZDZCrtLwtHbHoQS0vXT9tj/8xG0GNtY6FFmY7ZEWHHEfZ3A\nz224TCQNx1tHxpXsZZMyHpsFO/63V/Ks5w5lhhJW9nLS+ZN2f8sY+dyGy9AoNHTU2gFYOWQzDZvR\nEcYKZBgCjUqLP9ouEU2GNCAXtlwlISMbwhgxEmOw97uDklalQcSs7uzAr8fYsflneJOhDSo830xG\n4VzVCc5VS12ZRlAKb3DOkZ+mQEZSFjIfZNOclFycW39ZQAg4+jug07utqV+IT1H5FcXfUCNeWaPY\nV6a4vYg4Ty5NxN7vzVOEWhycCxBGXyIBSileixvB8tPyxbqx2wwWuNAXGpUWBblqGjKqIQbO74Wd\nn8aT85tNFyo2FFq1hDOrLtCImd1Ijbb+fHGftZK5fV7KQu7jPCSuu8wiZnZjQ5ZFsOOLzpZZeG5O\ncM4R91UCD5veQVRt7oeqLX15ZRnBlUTCb8c4CHifX8Lg39yH7/nGPMr2FeHu0Qc4s/ICG7l2AKOU\not2bLZCVnFNp55tSCntPO1Rt4YdGA+rB0c9B5KXlo/27raDJ1UgNIoNeqletTFTmtN8rQ5pA5RKn\nkAQoI6WSlEwuw5T40ezx1afY+taucq0zjEXS0QewdrISchsL1O5SE/3/6oGYD/eQS1H6u2qaA1d3\n3oTMSibV7lITkbPDGZcE3frmrr/lMyTMPCa5B7hI3vU94dPAE3V71habjFBiMhS7ZxyAtZMVaTS4\nHgGAAXN70QenH1J9BT2MxeNrT3F80VlatAItcnY4vXPwHqvshkKZrcLGSdFoM7X5s/pXCysZfII9\n+KmliZVO2vdPpiDmwz2k3x/hpNWkplBmF7BHl8zjJqAPKjtP8kqRJlB5xMklDip7uadZBEs7OSbv\nHUVvJySR2On7DRZ0rQh3Dt2Dex3XZ+wQ2D0AfX/vjqhpu8mVnea3Yy0LR+ee4g0iAxkAyG0sMGJ1\nP3Jt921ybsPlSo2b8ygX5zZcYX1ndn82X9X3925Ema3C0XmnKo01FZlKnF17Cb1/7kqK5rStHa3Q\ndEQwif4gTpjLmKwkuMSxeeoOHti9lvBpoCtit/ewQ432VUVcBYIapiJq2m7JztNW6jjtRe/yzp+0\noxe2XGWV5RMPAJn3s7F61Ba0fbM5ArsHQG5jgcBuNaX9vxz9WxrmvyOx/MqRJlA5xCkkAVo2ZwLQ\n1VNOiBlGz2+8TBNmHjPrhf3wfKrwa+T1wvmu37sOev/UFVvf3Inrceb3zy6JJ9ef4umtDBr64XM/\nbbeaLoicHY4d/4vH09v6aTEag4TfjkketV2l4krwlFIMmNuTHpx5nFZW7E2TY3i1ln5StVYvqid1\n/bw9CvLU4syqC5VyM59cdk7kPc5H5OzwFy66iN+7kwdnHlWa3fKFLVfE3UP36egNA19Kpvg384WV\no5V0ZUflNNKqnAIsH7hB1GxflXd45zlhNxkezB6cfFjppPl3VeK8kqQJmJ84Oecgeqwxdq3ujDGb\nB5Gjc0/Tk8v004LUB9kpudyznsdLrB3cvy56ft8Fm6bE4Oa+u+YKVypOLDoreQd78pJCu3V7BKDJ\n0PrSsv4buCleL2Uh51Euzm++yvr+3u2lG7l6a3/U7FCNGypYrA8eXnyM+6ce0vBS1JMopQj/qhPd\n+90hosopMGvc7JQcxH9/mPSd2Y2WXNdu7WiFwG41ReyM/Wbv4mYl5yDmw72k5/edyyyhC+4fxI7O\nP2322JKWY83ordzSXs4HLejzwpeu1soPAOiVXZU3ovq7CBN4hUkTMC9x6uY0K+hqFsK7vieGLI0g\ne75OIBe3XjXLnazKLqAegW6lvtZoUD10+7ITNkzcjtsJSeYI9xLUCg0ubLnKunzavtTfPGxGR+bg\nbYeVQzeb/YY68OsxySPQVfIMLN1vaMC8njTrQbbegsX6YvOUHVKz0Q25S+lZYDSIDIK9p5207+cj\nZhtVFHoNSb6NvaSyLJd7/9yVPLn+lNw10kOqNHCJY8OkaF6lhS8P7l+3zP06vNsSGXcyjbIiKQ87\nP9krZdzNwoSY4S83UIyi4aB63BBBbEPwdxIm8IqTJmA+4uS6RJDe+9do64/IWeHY/n4cubnftB6g\nMlsFtUJDXGuUXeISMiIYXT9rj3XjonD3iPkTFBe3XoW1k5XkH1K6XieTUQxdHkkfX0mjB2YeM1vc\n7JQcXNhy9YW5zJIoLlhsqgVvEc5tvIz8pwrWYVqrcq/xAfN7sbOrL7L0O5lmiXsl5gZSzqXSoeWY\npMlt5GgQGURip+832jmzJA7/eZJnPcjG0Ar0OeU2cnjWc+cnl50zW0NxfNEZfmn7dTphx7AyS/Ya\nD6lPn1xLp+ZO+v3dhAn8C0gTMA9xCs5BDCBNAKjbqzbCZnTEhgnbYYq39K19d2HvaSsqkp1rPrYx\nQj9qizWjtiLpeLLR8UpCCIGjc0+LJiOCy/0A9h62GLosAkf+PIl7J8wT/8CvxyTPIDfJs07pvewi\nBIbVhF8Tb5MseIvAOUfclwm86+ftRUULFryC3FGtlR/f8clek0lEmaVC9Ad70PWz9sTSrnyvofCv\nOyHrQTYxx5TMwwuPcXDWCTpkSV+qj+Rb54/a0vMbLjNjnDNL4ub+u4j//jAdujySOJWzHNkz0A12\nHrbi+KKzJscswj9BmMC/hDQB04lTSAKsnOx5WWg2qiHavtkcq4ZvhrGlIknHkuFZ112vm7LVpKbo\nMK0VVo/YYhJRF0fKuVTkPs5DuzcrFkap2sIPHd9vzdeO2faSFbKhyErOwcVt11jE72X3Motj6LK+\nNPVyGjm/ybT61d1fJMDK0ZLoq9E5YG5Pmnz2Eb198J4pYbHzs32Sg6+9FDKyYt8dmVyGpiOCye4Z\nB4Qpc7lqhQbrx0eJRoPrCf9mvnodU72NP+S2cumaiXOMT64/xcZJ0Qib3gHVWvpVuH+zkcE4u/qC\nWXq4/xRhAv8i0gRMI07OBUhF6fMy0OGdVmg8uL5Y1n89MpIMl81PvfyE+zb21ntpWNupzdHuzeZY\nNWwzkhNNz7IeX3BGqtLMp+TyvDLRenIIrdLMF0v6rDXpAj/wy1HJq667pK9WptxGjh7fhpKdn+4j\neWn5FR9QChSZSiSuvYjeP4eRkstmy4KVgxVCRjci0R/uEcYOH+8efYBrsbfY8FX6Wzh0+bQdFBlK\ncdWEkrPdM/ZLhFHe8zvD3Czr9anDji08Y/RYOT9dgeWDNooG/YJEs9GN9DqmQb8gkpWcw/LTFcaG\nBfDPEibwLyNNwHjiFJIANUGhO/zrUFKrUzWxJGKdyEl92UagPOQ+zhOegW4GXdTt326JlpOaYsXg\njXh4wfjCYEWmEtdib7HuX3bSOz4hBAPm9KQF+Rq67d1Yo7pBWck5uLT9eqkZ8/IQ3L8uPGq7Stvf\nizOKsDdOjuH+zX0NNmjr8r+20Cg04szK8wZ/X41Sgy1v7BQtJzSGIXJzlFK0nNiExn15wKh60Zv7\n7uLC1mts9IYBzFCR7NAPWuPJtXRqzFyuRqXFyiGbuEt1Z9H7x656B7b3tINPsKeU8Jvxc+b/NGEC\n/0LSBIwjTiFxEOM6ms8wYE4v4hHkxpdGrhOKTKXex6myC1hZmfPyEPpBGzQb3QjLB2xA6uUnBh8P\nAOfWXxb23nZ69/aKYGknx4g1/cnl6OvkYtQ1g+Pu/+mI5F3fnbvXMly7cNjKSJZ0PJleNXD4+PDi\nYzw49ZD2+K6zwYIPlFKEf92J7v3+MDF0WmL/r8c4lVHe+WPDb+J2b7eARqUVF7ZcNei4/HQFNr++\nA50+bANj3Est7S3hEejGT604ZxBbCyGw5c2dkiqnQIzZNMhg/ggZ1ZBd3XXLqAbxVSBM4F9KmoDh\nxCkEhCHZ87IwYnU/Zu1oyZcP3Mj1sebNSsmBpJbg5G/cutuun7ZH4+ENxNJ+6/H42lODjhVC4NiC\nM2g1salRqjEetV3R+6cwEf1+nDDEzS/zfjYux9xgEb+HG3V92Thbo8snbUnUtN1QZulPYJtfL7/E\nqCLU7xsIRx97ad+P+pcgpV5Jw6mliXTIkj5GnWNKKdq/3ZLu+eag0Kr1CyuEwOY3dkquNZ2l1pOa\nGhMWANDpg9Y0ce0lqm9cADjw6zF+98gDMnHncGaMt1JQeACUmUr2+Jph+YFXhTCBfzFpAoYRJ+em\n9zQB3UU+Yedwpi3QilXDNvOKLrib8Xfh5O/IjZxOBQB0n9GRBPevK5ZGrIMh9XV3jzyARqFByOiK\nExNlIbhfEGkQGcSXRK6X9J3v2//zEcm7gQcvr8SqIjQf2xiOvg7SDj2FNc5vvoK8tIpLjCrCgHm9\nWOK6S0yfFUpFSyWDegQI7/rG+/20nNAEhBCeuOaiXlMDZ1dfFA/PpdKRa/ubJKEW0Kk6ZJYyru9q\ntEtR18TReafp6I0DjRbQlttYoHbXGtL+n/RfVvkqESbwLydNQH/iFFwIc5AmoCPOyXtGsazkHLFx\nUrRU3nzU/ZMp8K7vYXIxXs/vOpN6fWqLxX3W6r3c8dj801LNjtWMEm4tjvBvQpmNizVZPXJLhayZ\neT8bV3bcZBG/dzf52hq+qh+7Hneb3TqQVO5+nHPsnnGAh31WcYlRRfAMdEP1NlX4jo8rLkE6sThR\n5D9VmMUCuPMnbdm+n46QitaFp9/JROwX+0nErHCzmJPV7RlAjy84U+F3TU58hKhpu0nf38LgXc/D\npJhNhwezeyeS9bonXjXCBP4DpAnoR5yC4yURYlNgYSXDlPhRLPnsQ7L9/bgyBT6eXH8q+TTyMouo\nau+fwkid7rXE4j5rK8zi5z7Ow93D91nYjA4m39AyOcOwFZE0JfERPfzXyXL33ffjYcmnoSc3h1al\ng9dzX6GCfHWZ+z0rMRpqHhvg/n/1oCnnH9PyyDorOQf7fjxMImeHv7RU0hg0HlwfFjYWUnlLdyWN\nhPXjo3hAp+o8MKz01UaGIvTjtnh06QnLvJ9d5j5ZyTlYNWwzWk1qivp9Ak2OWb2tPwQX9Pqe8nu4\nryJhAv8R0gQqJk7BhTC0uL0iWDtaYdLukfRa7C2655uDpfbC8tMU8DQiCVQWImd2JzU7VROLeq9B\neRf66ZUXuHM1J8lc5mGOPvYYvKgvEn47hrLEJjKSsnB11y0WaYZeZhHav90SVg6WPO7LhFJ7Q4pM\nJRLXGFZiVBGsHKzQfEzDMkuQCv27eZUQHx7QqbpZYgJA9686soO/HycFeaU3EAd+OcoVmSoxYH4v\ns51fa0cruAW4SKdXni/1+i3IU2PFoI2iags/HvpRW7PEpIyi4cC60qE/TpQ5cnlVCRP4D5EmUD5x\nCi5M8i4vC47e9hi/fSg5vfICOVxibS3nHKpslVGZ8/Iw4M+epFqrKnxR7zWitGWHkpbj5NJE2v6d\nlma15a3R1h9t32zBV4/Ywku7sff9eFjybeTJy1D8NhrDVkayC5uvsPsnXy723zRlB/dvYXiJUUUI\n/bgttAVacXrFyyVIl6Ku49Glx2Tw4vKXLBqKuj1qw8bFWjpWiqDGg9MPcXzRWTp8VaTZDeE6TmvF\nzqy88NISRy5xrBsXJTELygcv6WPWoI0H12dPrjwtdVnlq0yYwH+MNIGyiVMIw9aeGwL3AFeMWtuf\nJMw8Ts8Wm8xPu5EOwijsPGzNHnPQgt7Ur4m3WNR7jch5lPvCazf33gEhhDfoa/pQqiTavdWCegd7\niiURLxa+p9/NxLXdt1nELOMy5uXBtbozmo1uiE2v7xDFl/49uvQY90+m0B7fGl5iVBEopejxbWca\n/8NhUjyDr8hUIubjPeg2o2OFSyWNQa8fu7Ijc0/T4jEL8tRYP2G7aD6uMUxJOJWFwG61QC0ov7n3\nzgvbY6fvl55ce0om7hpudqL2qucBGzdrcXJp4gvbX3XCBP6DpAmUTpxCCEHMOKdZEn5NfTBoQW/s\n+nwfKaovvLXvLlyrO0mV0cMFgKFLI6hXfQ+xsOcakfv4ecH90XmnpMDwWpXyZSklGDi/F8tPV9KY\nT/Y+ayD2/XBY8mvsxSvL0iBsekcQSvj+n44865psmrJDChkVLLlUM2/Ptgj1etWGo6+9FP/j4WcN\nxM5P90nOVRylJkMbVErMmu2rwtHX/oWha/SHeyQrB0ve9dP2lRITAOqE1aTHFz5PCJ1ecV6c23iF\nTogeSktKCZoLISMb4szK58sq/w2ECfxHSRMohTi5IObKnpeFgNDq6P1TV2x5YyfuHL6P+6cfwqeh\nV6XGHLGyH3Wv7cIX9Voj8tLykXEvCw8vPGFdP6u8G8za0QojVvUj5zdcJldjb+Lp7Qxc33OHRcw2\nfy+zOIYui2Anl52jDy88Liwxymcd32tt9l5mcQyc35udW3+Zpd1Mx51D93A97jYbtlL/pZLGoM+v\n3dipZedoXlo+ruy4gRt779DRm14WFTYnuvyvHZLPPmLZKTm4c+gedn95gAxe2JuYe6qlOIL7BZGs\nB9lMkan81xAm8Iq4UVYWirtcMgtGTamV1BfB/etCkanE2jHbYOVoKdq/bd55xdIwat1AtrTfer64\n91r4t/AVHnVchbWjVaXG9arngR7fdRZb34qFX1NvUaWpN5x8HSqVNL3quiO4X5DYOCUGBdkFouun\n7YmVvWWl/qgetV1Ro50/j34/Dhn3skmr15oSBy+7ygwJ/xAfuNRwlnb+L57cSrhHu83oQOw9Kjem\nrasNXGs4S/9v735WEoiiAIzfcfxvMwqKqRlFES0iwl2LIOiR2vQGvU/LqF20i3YugkgwMRFtGG0y\ny+u0aZnYsbEovt/+MtzFfIthOOf8+CJ0c3ZnHBztqfX91bk+0y5aqrCV1yeHp2btsv4ngqmUUkbQ\nu3C+ysqnBrmNbLAjsydw6m7C63jRdMkeWYWF2SZBCLWq7dT4bRzOLNsvyWxy7vf0fV81rh9sPdRG\ndi0zsArW5H90AnR/1Uz7ylf5zdxT3IrNfWnXxz3TeqjVym65Z4Q+X5YXJP2qjVa1bSul/KVKMZiB\nn1N43edI5/YxaUbNcblS7E8/8X1uoxdz6m48moro0k5BNmBhRk7dTXkdL2xGzFFxe/FH3s1esx/r\n1pzErOd/LZoA8Bf922+aADAPRBMABIgmAAgQTQAQIJoAIEA0AUCAaAKAANEEAAGiCQACRBMABIgm\nAAgQTQAQIJoAIEA0AUCAaAKAANEEAAGiCQACRBMABIgmAAgQTQAQIJoAIEA0AUCAaAKAwDt8jr+g\nu1gANQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f80a59f1710>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from fealpy.mesh.meshio import load_mat_mesh\n",
    "tmesh = load_mat_mesh('/home/why/fealpy/data/square1.mat')\n",
    "fig = plt.figure()\n",
    "axes = fig.gca()\n",
    "tmesh.add_plot(axes)\n",
    "plt.subplots_adjust(left=0, bottom=0, right=1, top=1, wspace=0, hspace=0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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HlwpsDvMkXC1kwFC4Z2SoQo7VYQsptGvTpk1UaKfJp59iQahnuPvss8NDUBMn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\nwzCMQ/j/0NFkj7mBIRYAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7efc93cfbba8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import triangle\n",
    "import triangle.plot as plot\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "face = triangle.get_data('face')\n",
    "ax1 = plt.subplot(121, aspect='equal')\n",
    "plot.plot(ax1, **face)\n",
    "\n",
    "t = triangle.triangulate(face, 'p')\n",
    "\n",
    "ax2 = plt.subplot(122, sharex=ax1, sharey=ax1)\n",
    "triangle.plot.plot(ax2, **t)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import triangle\n",
    "import triangle.plot as plot\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "A = triangle.get_data('A')\n",
    "t = triangle.triangulate(A, 'pq30')\n",
    "plot.plot(plt.axes(), **t)\n",
    "plt.show()\n",
    "print(A)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import triangle\n",
    "import matplotlib.pyplot as plt\n",
    "import scipy.io as sio\n",
    "import numpy as np\n",
    "\n",
    "from fealpy.mesh.TriangleMesh import TriangleMesh\n",
    "%matplotlib inline\n",
    "\n",
    "verts = np.array([\n",
    "        [-4, -4], [0, -4], [4, -4], [4, 0], \n",
    "        [4, 4], [0, 4], [-4, 4], [-4, 0],\n",
    "        [0, -3], [3, 0], [0, 3], [-3, 0],\n",
    "        [0, -2.39], [0, 2.39]\n",
    "    ], dtype=np.float)\n",
    "segs = np.array([\n",
    "        [0, 1], [1, 2], [2, 3], [3, 4],[4, 5],[5, 6], [6, 7], [7, 0],\n",
    "        [1, 8], [3, 9], [5, 10], [7, 11], [8, 9], [9, 10], [10, 11], \n",
    "        [11,8], [12,11], [11, 13], [13, 9], [9, 12], [10, 13], [8, 12]\n",
    "    ], dtype=np.int)\n",
    "holes = np.array([[0, 0]], dtype=np.float)\n",
    "\n",
    "plsg = {'segments':segs, 'vertices':verts, 'holes':holes}\n",
    "t = triangle.triangulate(plsg, 'pq30a0.1')\n",
    "tmesh = TriangleMesh(t['vertices'], t['triangles'])\n",
    "tmesh.uniform_refine(2)\n",
    "fig = plt.figure()\n",
    "axes = fig.gca()\n",
    "tmesh.add_plot(axes)\n",
    "data = {\n",
    "        'node':tmesh.point, \n",
    "        'elem':tmesh.ds.cell + 1\n",
    "        }\n",
    "sio.matlab.savemat('trimesh', data)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "1/16"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from fealpy.mesh.TriangleMesh import TriangleMesh\n",
    "import matplotlib.pyplot as plt \n",
    "%matplotlib inline\n",
    "node = np.array(\n",
    "    [(0.0, 0.0),\n",
    "     (1.0, 0.0),\n",
    "     (1.0, 1.0),\n",
    "     (0.0, 1.0)], dtype=np.float)\n",
    "cell = np.array([\n",
    "        (1, 2, 0), \n",
    "        (3, 0, 2)], dtype=np.int)\n",
    "tmesh = TriangleMesh(node, cell) # 三角形网格实例\n",
    "fig, axes = plt.subplots(2, 3)\n",
    "tmesh.add_plot(axes[0, 0])\n",
    "tmesh.find_node(axes[0, 0], showindex=True, markersize=25, fontsize=12)\n",
    "tmesh.find_edge(axes[0, 0], showindex=True, markersize=50, fontsize=12)\n",
    "tmesh.find_cell(axes[0, 0], showindex=True, markersize=100, fontsize=12)\n",
    "axes[0, 0].set_title('mesh', y=1.1)\n",
    "\n",
    "for ax in axes.reshape(-1)[1:]:\n",
    "    ax.axis('tight')\n",
    "    ax.axis('off')\n",
    "axes[0, 1].table(cellText=node, rowLabels=['0:', '1:', '2:', '3:'], loc='center')\n",
    "axes[0, 1].set_title('node')\n",
    "axes[0, 2].table(cellText=cell, rowLabels=['0:', '1:'], loc='center')\n",
    "axes[0, 2].set_title('cell')\n",
    "axes[1, 0].table(cellText=tmesh.ds.edge, rowLabels=['0:', '1:', '2:', '3:', '4:'],  loc='center')\n",
    "axes[1, 0].set_title('edge')\n",
    "axes[1, 1].table(cellText=tmesh.ds.edge2cell, rowLabels=['0:', '1:', '2:', '3:', '4:'],  loc='center')\n",
    "axes[1, 1].set_title('edge2cell')\n",
    "axes[1, 2].table(cellText=tmesh.ds.cell_to_edge(), rowLabels=['0:', '1:'],  loc='center')\n",
    "axes[1, 2].set_title('cell2edge')\n",
    "plt.tight_layout(pad=1, w_pad=1, h_pad=1.0)\n",
    "plt.savefig('/home/why/edgedata1.pdf')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from fealpy.mesh.simple_mesh_generator import rectangledomainmesh\n",
    "import matplotlib.pyplot as plt \n",
    "%matplotlib inline\n",
    "\n",
    "def label(N):\n",
    "    label = []\n",
    "    for i in range(N):\n",
    "        label.append('{}:'.format(i))\n",
    "    return label\n",
    "\n",
    "box = [0, 1, 0, 1]\n",
    "mesh = rectangledomainmesh(box, nx=2, ny=2, meshtype='quad')\n",
    "node = mesh.entity('node')\n",
    "edge = mesh.entity('edge')\n",
    "cell = mesh.entity('cell')\n",
    "\n",
    "fig, axes = plt.subplots(2, 3)\n",
    "mesh.add_plot(axes[0, 0])\n",
    "mesh.find_node(axes[0, 0], showindex=True, markersize=25, fontsize=12)\n",
    "mesh.find_edge(axes[0, 0], showindex=True, markersize=50, fontsize=12)\n",
    "mesh.find_cell(axes[0, 0], showindex=True, markersize=100, fontsize=12)\n",
    "axes[0, 0].set_title('mesh', y=1.1)\n",
    "\n",
    "for ax in axes.reshape(-1)[1:]:\n",
    "    ax.axis('tight')\n",
    "    ax.axis('off')\n",
    "axes[0, 1].table(cellText=node,  rowLabels=label(len(node)),loc='center')\n",
    "axes[0, 1].set_title('node', y=1.15)\n",
    "axes[0, 2].table(cellText=cell, rowLabels=label(len(cell)), loc='center')\n",
    "axes[0, 2].set_title('cell', y=0.9)\n",
    "axes[1, 0].table(cellText=edge, rowLabels=label(len(edge)),  loc='center')\n",
    "axes[1, 0].set_title('edge', y=1.25)\n",
    "axes[1, 1].table(cellText=mesh.ds.edge_to_cell(), rowLabels=label(len(edge)),  loc='center')\n",
    "axes[1, 1].set_title('edge2cell', y=1.25)\n",
    "axes[1, 2].table(cellText=mesh.ds.cell_to_edge(), rowLabels=label(len(cell)),  loc='center')\n",
    "axes[1, 2].set_title('cell2edge', y=0.9)\n",
    "plt.tight_layout(pad=1, w_pad=1, h_pad=1.0)\n",
    "plt.savefig('/home/why/quadmesh.pdf')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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moaSU8SEjUpOA7dj/TpRSbuaZeyQAIl7TYKKtZvnRwf/u4Jd51par5Dxbycfb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\nOUSDRCmllEM0SJRSSjnk/wOy1rbp+MzmjQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f23768b9c88>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "-"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'TetrahedronMesh' object has no attribute 'find_point'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-6-4097a3acddfa>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m     21\u001b[0m \u001b[0mmesh\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mTetrahedronMesh\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpoint\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcell\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     22\u001b[0m \u001b[0mmesh\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd_plot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0max1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 23\u001b[0;31m \u001b[0mmesh\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfind_point\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0max1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mshowindex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmarkersize\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m25\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfontsize\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m12\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     24\u001b[0m \u001b[0mmesh\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfind_edge\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0max1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mshowindex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmarkersize\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m25\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfontsize\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m12\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     25\u001b[0m \u001b[0mmesh\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfind_face\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0max1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mshowindex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmarkersize\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m25\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfontsize\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m12\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mAttributeError\u001b[0m: 'TetrahedronMesh' object has no attribute 'find_point'"
     ]
    },
    {
     "data": {
      "image/png": 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ADz/8gHPnzqGhocHymOru7o477rjDMg8XEhJi1/5ZU21tLZ577jl89dVXKC4u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\n/fr1w7BhwzBkyBAuISOHcMp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      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f23bc1b52b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import mpl_toolkits.mplot3d as a3\n",
    "import matplotlib.colors as colors\n",
    "import pylab as pl\n",
    "\n",
    "from fealpy.mesh.TetrahedronMesh import TetrahedronMesh\n",
    "\n",
    "ax1 = a3.Axes3D(pl.figure())\n",
    "\n",
    "point = np.array([\n",
    "    [0, 0, 0],\n",
    "    [1, 0, 0],\n",
    "    [0, 1, 0],\n",
    "    [0, 0, 1],\n",
    "    [0, 0,-1]], dtype=np.float)\n",
    "\n",
    "cell = np.array([\n",
    "    [0, 1, 2, 3],\n",
    "    [0, 2, 1, 4]], dtype=np.int)\n",
    "\n",
    "mesh = TetrahedronMesh(point, cell)\n",
    "mesh.add_plot(ax1)\n",
    "mesh.find_point(ax1, showindex=True, markersize=25, fontsize=12)\n",
    "mesh.find_edge(ax1, showindex=True, markersize=25, fontsize=12)\n",
    "mesh.find_face(ax1, showindex=True, markersize=25, fontsize=12)\n",
    "mesh.find_cell(ax1, showindex=True, markersize=25, fontsize=12)\n",
    "mesh.print()\n",
    "pl.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import mpl_toolkits.mplot3d as a3\n",
    "import matplotlib.colors as colors\n",
    "import pylab as pl\n",
    "\n",
    "from fealpy.mesh.TetrahedronMesh import TetrahedronMesh\n",
    "from fealpy.mesh.vtkMeshIO import write_vtk_mesh\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "#point = np.array([\n",
    "#    [0, 0, 0],\n",
    "#    [1, 0, 0],\n",
    "#    [0, 1, 0],\n",
    "#    [0, 0, 1]], dtype=np.float)\n",
    "#\n",
    "#cell = np.array([\n",
    "#    [0, 1, 2, 3]], dtype=np.int)\n",
    "\n",
    "point = np.array([\n",
    "    [-1,-1,-1],\n",
    "    [ 1,-1,-1], \n",
    "    [ 1, 1,-1],\n",
    "    [-1, 1,-1],\n",
    "    [-1,-1, 1],\n",
    "    [ 1,-1, 1], \n",
    "    [ 1, 1, 1],\n",
    "    [-1, 1, 1]], dtype=np.float) \n",
    "\n",
    "cell = np.array([\n",
    "    [0,1,2,6],\n",
    "    [0,5,1,6],\n",
    "    [0,4,5,6],\n",
    "    [0,7,4,6],\n",
    "    [0,3,7,6],\n",
    "    [0,2,3,6]], dtype=np.int)\n",
    "\n",
    "mesh = TetrahedronMesh(point, cell)\n",
    "for i in range(3):\n",
    "    angle = mesh.dihedral_angle()\n",
    "    print(\"max:\", np.max(angle))\n",
    "    print(\"min:\", np.min(angle))\n",
    "    mesh.uniform_refine()\n",
    "    \n",
    "write_vtk_mesh(mesh, '/home/why/test.vtk')\n",
    "\n",
    "ax0 = a3.Axes3D(pl.figure())\n",
    "mesh.add_plot(ax0)\n",
    "pl.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.8"
  },
  "latex_envs": {
   "LaTeX_envs_menu_present": true,
   "autoclose": false,
   "autocomplete": true,
   "bibliofile": "biblio.bib",
   "cite_by": "apalike",
   "current_citInitial": 1,
   "eqLabelWithNumbers": true,
   "eqNumInitial": 0,
   "hotkeys": {
    "equation": "Ctrl-E",
    "itemize": "Ctrl-I"
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   "labels_anchors": false,
   "latex_user_defs": false,
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  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
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 },
 "nbformat": 4,
 "nbformat_minor": 1
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